DataFrame
NO COMPARISON TARGET
385
ROWS
0
DUPLICATES
284.8 kb
RAM
93
FEATURES
49
CATEGORICAL
44
NUMERICAL
0
TEXT
2.1.0
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
PATIENT_VISIT_IDENTIFIER
VALUES:
385
(100%)
MISSING:
---
DISTINCT:
385
(100%)
ZEROES:
1
(<1%)
MAX
384
95%
365
Q3
288
MEDIAN
192
AVG
192
Q1
96
5%
19
MIN
0
RANGE
384
IQR
192
STD
111
VAR
12,384
KURT.
-1.20
SKEW
0.00
SUM
73,920
2
AGE_PERCENTIL
VALUES:
385
(100%)
MISSING:
---
DISTINCT:
10
(3%)
3
BE_ARTERIAL_MEAN (0-2)
VALUES:
32
(8%)
MISSING:
353
(92%)
DISTINCT:
1
(<1%)
4
BE_ARTERIAL_MEAN (2-4)
VALUES:
37
(10%)
MISSING:
348
(90%)
DISTINCT:
1
(<1%)
5
BE_ARTERIAL_MEAN (4-6)
VALUES:
11
(3%)
MISSING:
374
(97%)
DISTINCT:
3
(<1%)
6
BE_ARTERIAL_MEAN (6-12)
VALUES:
13
(3%)
MISSING:
372
(97%)
DISTINCT:
4
(1%)
7
BE_ARTERIAL_MEAN (ABOVE_12)
VALUES:
75
(19%)
MISSING:
310
(81%)
DISTINCT:
16
(4%)
ZEROES:
---
MAX
-0.112
95%
-0.363
Q3
-1.000
AVG
-0.926
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.888
IQR
0.00
STD
0.197
VAR
0.039
KURT.
7.48
SKEW
2.88
SUM
-69.4
8
BE_VENOUS_MEAN (0-2)
VALUES:
32
(8%)
MISSING:
353
(92%)
DISTINCT:
8
(2%)
9
BE_VENOUS_MEAN (2-4)
VALUES:
37
(10%)
MISSING:
348
(90%)
DISTINCT:
8
(2%)
10
BE_VENOUS_MEAN (4-6)
VALUES:
11
(3%)
MISSING:
374
(97%)
DISTINCT:
2
(<1%)
11
BE_VENOUS_MEAN (6-12)
VALUES:
13
(3%)
MISSING:
372
(97%)
DISTINCT:
4
(1%)
12
BE_VENOUS_MEAN (ABOVE_12)
VALUES:
75
(19%)
MISSING:
310
(81%)
DISTINCT:
23
(6%)
ZEROES:
---
MAX
-0.340
95%
-0.630
Q3
-0.911
AVG
-0.926
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.660
IQR
0.089
STD
0.146
VAR
0.021
KURT.
5.93
SKEW
2.45
SUM
-69.5
13
LEUKOCYTES_MEAN (0-2)
VALUES:
32
(8%)
MISSING:
353
(92%)
DISTINCT:
32
(8%)
ZEROES:
---
MAX
-0.200
95%
-0.341
Q3
-0.690
AVG
-0.714
MEDIAN
-0.760
Q1
-0.824
5%
-0.871
MIN
-0.916
RANGE
0.716
IQR
0.134
STD
0.167
VAR
0.028
KURT.
2.79
SKEW
1.71
SUM
-22.8
14
LEUKOCYTES_MEAN (2-4)
VALUES:
37
(10%)
MISSING:
348
(90%)
DISTINCT:
36
(9%)
ZEROES:
---
MAX
-0.393
95%
-0.508
Q3
-0.733
AVG
-0.773
MEDIAN
-0.821
Q1
-0.868
5%
-0.902
MIN
-0.924
RANGE
0.531
IQR
0.135
STD
0.134
VAR
0.018
KURT.
1.27
SKEW
1.39
SUM
-28.6
15
LEUKOCYTES_MEAN (4-6)
VALUES:
11
(3%)
MISSING:
374
(97%)
DISTINCT:
5
(1%)
16
LEUKOCYTES_MEAN (6-12)
VALUES:
13
(3%)
MISSING:
372
(97%)
DISTINCT:
5
(1%)
17
LEUKOCYTES_MEAN (ABOVE_12)
VALUES:
75
(19%)
MISSING:
310
(81%)
DISTINCT:
70
(18%)
ZEROES:
---
MAX
-0.140
95%
-0.428
Q3
-0.683
AVG
-0.729
MEDIAN
-0.766
Q1
-0.831
5%
-0.864
MIN
-0.907
RANGE
0.767
IQR
0.148
STD
0.143
VAR
0.020
KURT.
3.55
SKEW
1.72
SUM
-54.7
18
NEUTROPHILES_MEAN (0-2)
VALUES:
32
(8%)
MISSING:
353
(92%)
DISTINCT:
29
(8%)
ZEROES:
---
MAX
-0.222
95%
-0.379
Q3
-0.767
AVG
-0.777
MEDIAN
-0.835
Q1
-0.884
5%
-0.910
MIN
-0.948
RANGE
0.726
IQR
0.117
STD
0.172
VAR
0.030
KURT.
3.73
SKEW
2.02
SUM
-24.9
19
NEUTROPHILES_MEAN (2-4)
VALUES:
37
(10%)
MISSING:
348
(90%)
DISTINCT:
35
(9%)
ZEROES:
---
MAX
-0.455
95%
-0.543
Q3
-0.812
AVG
-0.827
MEDIAN
-0.881
Q1
-0.913
5%
-0.946
MIN
-0.972
RANGE
0.517
IQR
0.102
STD
0.131
VAR
0.017
KURT.
1.85
SKEW
1.62
SUM
-30.6
20
NEUTROPHILES_MEAN (4-6)
VALUES:
11
(3%)
MISSING:
374
(97%)
DISTINCT:
5
(1%)
21
NEUTROPHILES_MEAN (6-12)
VALUES:
13
(3%)
MISSING:
372
(97%)
DISTINCT:
7
(2%)
22
NEUTROPHILES_MEAN (ABOVE_12)
VALUES:
75
(19%)
MISSING:
310
(81%)
DISTINCT:
70
(18%)
ZEROES:
---
MAX
-0.307
95%
-0.579
Q3
-0.783
AVG
-0.826
MEDIAN
-0.864
Q1
-0.904
5%
-0.935
MIN
-0.948
RANGE
0.641
IQR
0.121
STD
0.117
VAR
0.014
KURT.
5.23
SKEW
2.02
SUM
-61.9
23
UREA_MEAN (0-2)
VALUES:
32
(8%)
MISSING:
353
(92%)
DISTINCT:
26
(7%)
ZEROES:
---
MAX
-0.557
95%
-0.712
Q3
-0.827
AVG
-0.847
MEDIAN
-0.865
Q1
-0.900
5%
-0.927
MIN
-0.952
RANGE
0.395
IQR
0.073
STD
0.082
VAR
0.007
KURT.
3.84
SKEW
1.70
SUM
-27.1
24
UREA_MEAN (2-4)
VALUES:
37
(10%)
MISSING:
348
(90%)
DISTINCT:
25
(6%)
ZEROES:
---
MAX
-0.561
95%
-0.707
Q3
-0.812
AVG
-0.834
MEDIAN
-0.841
Q1
-0.870
5%
-0.940
MIN
-0.966
RANGE
0.405
IQR
0.058
STD
0.075
VAR
0.006
KURT.
4.47
SKEW
1.51
SUM
-30.9
25
UREA_MEAN (4-6)
VALUES:
11
(3%)
MISSING:
374
(97%)
DISTINCT:
4
(1%)
26
UREA_MEAN (6-12)
VALUES:
13
(3%)
MISSING:
372
(97%)
DISTINCT:
7
(2%)
27
UREA_MEAN (ABOVE_12)
VALUES:
75
(19%)
MISSING:
310
(81%)
DISTINCT:
39
(10%)
ZEROES:
---
MAX
-0.263
95%
-0.622
Q3
-0.814
AVG
-0.848
MEDIAN
-0.880
Q1
-0.913
5%
-0.944
MIN
-0.976
RANGE
0.713
IQR
0.099
STD
0.116
VAR
0.013
KURT.
10.5
SKEW
2.94
SUM
-63.6
28
RESPIRATORY_RATE_MEAN (0-2)
VALUES:
22
(6%)
MISSING:
363
(94%)
DISTINCT:
10
(3%)
29
RESPIRATORY_RATE_MEAN (2-4)
VALUES:
30
(8%)
MISSING:
355
(92%)
DISTINCT:
11
(3%)
ZEROES:
---
MAX
-0.119
95%
-0.149
Q3
-0.390
AVG
-0.462
MEDIAN
-0.525
Q1
-0.585
5%
-0.714
MIN
-0.729
RANGE
0.610
IQR
0.195
STD
0.171
VAR
0.029
KURT.
-0.486
SKEW
0.579
SUM
-13.9
30
RESPIRATORY_RATE_MEAN (4-6)
VALUES:
47
(12%)
MISSING:
338
(88%)
DISTINCT:
23
(6%)
ZEROES:
---
MAX
0.15
95%
0.10
Q3
-0.28
AVG
-0.43
MEDIAN
-0.46
Q1
-0.59
5%
-0.80
MIN
-1.00
RANGE
1.15
IQR
0.316
STD
0.270
VAR
0.073
KURT.
-0.022
SKEW
0.449
SUM
-20.4
31
RESPIRATORY_RATE_MEAN (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
30
(8%)
ZEROES:
---
MAX
-0.051
95%
-0.119
Q3
-0.349
AVG
-0.454
MEDIAN
-0.498
Q1
-0.548
5%
-0.661
MIN
-0.848
RANGE
0.797
IQR
0.199
STD
0.174
VAR
0.030
KURT.
-0.106
SKEW
0.593
SUM
-29.5
32
RESPIRATORY_RATE_MEAN (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
74
(19%)
ZEROES:
---
MAX
-0.013
95%
-0.240
Q3
-0.377
AVG
-0.447
MEDIAN
-0.498
Q1
-0.525
5%
-0.563
MIN
-0.607
RANGE
0.594
IQR
0.148
STD
0.115
VAR
0.013
KURT.
1.96
SKEW
1.35
SUM
-34.4
33
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
VALUES:
24
(6%)
MISSING:
361
(94%)
DISTINCT:
2
(<1%)
34
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
VALUES:
34
(9%)
MISSING:
351
(91%)
DISTINCT:
8
(2%)
35
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
VALUES:
50
(13%)
MISSING:
335
(87%)
DISTINCT:
10
(3%)
36
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
18
(5%)
ZEROES:
---
MAX
-0.287
95%
-0.534
Q3
-0.896
AVG
-0.912
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.713
IQR
0.104
STD
0.168
VAR
0.028
KURT.
5.39
SKEW
2.36
SUM
-59.3
37
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
40
(10%)
ZEROES:
---
MAX
0.55
95%
0.13
Q3
-0.27
AVG
-0.38
MEDIAN
-0.44
Q1
-0.58
5%
-0.77
MIN
-0.86
RANGE
1.41
IQR
0.313
STD
0.292
VAR
0.085
KURT.
1.31
SKEW
1.08
SUM
-29.3
38
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
VALUES:
24
(6%)
MISSING:
361
(94%)
DISTINCT:
2
(<1%)
39
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
VALUES:
34
(9%)
MISSING:
351
(91%)
DISTINCT:
11
(3%)
ZEROES:
---
MAX
-0.362
95%
-0.738
Q3
-0.905
AVG
-0.935
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.638
IQR
0.095
STD
0.132
VAR
0.018
KURT.
10.00
SKEW
2.86
SUM
-31.8
40
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
VALUES:
50
(13%)
MISSING:
335
(87%)
DISTINCT:
12
(3%)
ZEROES:
---
MAX
-0.460
95%
-0.580
Q3
-0.963
AVG
-0.944
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.540
IQR
0.037
STD
0.131
VAR
0.017
KURT.
6.37
SKEW
2.69
SUM
-47.2
41
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
20
(5%)
ZEROES:
---
MAX
-0.043
95%
-0.394
Q3
-0.828
AVG
-0.878
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.957
IQR
0.172
STD
0.226
VAR
0.051
KURT.
5.78
SKEW
2.41
SUM
-57.1
42
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
53
(14%)
ZEROES:
---
MAX
0.80
95%
0.41
Q3
-0.08
AVG
-0.29
MEDIAN
-0.39
Q1
-0.58
5%
-0.78
MIN
-0.96
RANGE
1.77
IQR
0.503
STD
0.390
VAR
0.152
KURT.
-0.209
SKEW
0.702
SUM
-22.2
43
HEART_RATE_DIFF (0-2)
VALUES:
23
(6%)
MISSING:
362
(94%)
DISTINCT:
1
(<1%)
44
HEART_RATE_DIFF (2-4)
VALUES:
37
(10%)
MISSING:
348
(90%)
DISTINCT:
6
(2%)
45
HEART_RATE_DIFF (4-6)
VALUES:
50
(13%)
MISSING:
335
(87%)
DISTINCT:
9
(2%)
46
HEART_RATE_DIFF (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
19
(5%)
ZEROES:
---
MAX
-0.542
95%
-0.670
Q3
-0.893
AVG
-0.931
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.458
IQR
0.107
STD
0.110
VAR
0.012
KURT.
3.00
SKEW
1.86
SUM
-60.5
47
HEART_RATE_DIFF (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
48
(12%)
ZEROES:
---
MAX
0.79
95%
0.31
Q3
-0.10
AVG
-0.31
MEDIAN
-0.39
Q1
-0.54
5%
-0.73
MIN
-0.80
RANGE
1.59
IQR
0.443
STD
0.329
VAR
0.109
KURT.
0.720
SKEW
0.969
SUM
-23.5
48
RESPIRATORY_RATE_DIFF (0-2)
VALUES:
22
(6%)
MISSING:
363
(94%)
DISTINCT:
1
(<1%)
49
RESPIRATORY_RATE_DIFF (2-4)
VALUES:
30
(8%)
MISSING:
355
(92%)
DISTINCT:
4
(1%)
50
RESPIRATORY_RATE_DIFF (4-6)
VALUES:
47
(12%)
MISSING:
338
(88%)
DISTINCT:
8
(2%)
51
RESPIRATORY_RATE_DIFF (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
10
(3%)
52
RESPIRATORY_RATE_DIFF (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
30
(8%)
ZEROES:
4
(1%)
MAX
0.94
95%
0.72
Q3
0.18
AVG
-0.25
MEDIAN
-0.41
Q1
-0.71
5%
-0.88
MIN
-1.00
RANGE
1.94
IQR
0.882
STD
0.532
VAR
0.283
KURT.
-0.902
SKEW
0.584
SUM
-19.4
53
TEMPERATURE_DIFF (0-2)
VALUES:
22
(6%)
MISSING:
363
(94%)
DISTINCT:
1
(<1%)
54
TEMPERATURE_DIFF (2-4)
VALUES:
32
(8%)
MISSING:
353
(92%)
DISTINCT:
9
(2%)
55
TEMPERATURE_DIFF (4-6)
VALUES:
48
(12%)
MISSING:
337
(88%)
DISTINCT:
9
(2%)
56
TEMPERATURE_DIFF (6-12)
VALUES:
71
(18%)
MISSING:
314
(82%)
DISTINCT:
16
(4%)
ZEROES:
---
MAX
-0.500
95%
-0.702
Q3
-0.810
AVG
-0.908
MEDIAN
-0.976
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.500
IQR
0.190
STD
0.119
VAR
0.014
KURT.
0.837
SKEW
1.20
SUM
-64.5
57
TEMPERATURE_DIFF (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
46
(12%)
ZEROES:
---
MAX
0.21
95%
0.12
Q3
-0.21
AVG
-0.38
MEDIAN
-0.40
Q1
-0.60
5%
-0.74
MIN
-0.88
RANGE
1.10
IQR
0.381
STD
0.255
VAR
0.065
KURT.
-0.383
SKEW
0.430
SUM
-29.3
58
OXYGEN_SATURATION_DIFF (0-2)
VALUES:
19
(5%)
MISSING:
366
(95%)
DISTINCT:
1
(<1%)
59
OXYGEN_SATURATION_DIFF (2-4)
VALUES:
35
(9%)
MISSING:
350
(91%)
DISTINCT:
5
(1%)
60
OXYGEN_SATURATION_DIFF (4-6)
VALUES:
48
(12%)
MISSING:
337
(88%)
DISTINCT:
5
(1%)
61
OXYGEN_SATURATION_DIFF (6-12)
VALUES:
69
(18%)
MISSING:
316
(82%)
DISTINCT:
10
(3%)
62
OXYGEN_SATURATION_DIFF (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
25
(6%)
ZEROES:
---
MAX
1.00
95%
0.84
Q3
-0.78
AVG
-0.64
MEDIAN
-0.86
Q1
-0.88
5%
-0.92
MIN
-0.98
RANGE
1.98
IQR
0.101
STD
0.536
VAR
0.287
KURT.
3.95
SKEW
2.34
SUM
-49.4
63
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
VALUES:
24
(6%)
MISSING:
361
(94%)
DISTINCT:
2
(<1%)
64
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
VALUES:
34
(9%)
MISSING:
351
(91%)
DISTINCT:
10
(3%)
65
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
VALUES:
50
(13%)
MISSING:
335
(87%)
DISTINCT:
12
(3%)
ZEROES:
---
MAX
-0.516
95%
-0.781
Q3
-1.000
AVG
-0.960
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.484
IQR
0.00
STD
0.099
VAR
0.010
KURT.
10.8
SKEW
3.20
SUM
-48.0
66
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
25
(6%)
ZEROES:
---
MAX
-0.375
95%
-0.615
Q3
-0.908
AVG
-0.924
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.625
IQR
0.092
STD
0.145
VAR
0.021
KURT.
4.81
SKEW
2.26
SUM
-60.0
67
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
59
(15%)
ZEROES:
---
MAX
0.41
95%
0.05
Q3
-0.39
AVG
-0.48
MEDIAN
-0.55
Q1
-0.65
5%
-0.80
MIN
-0.88
RANGE
1.29
IQR
0.267
STD
0.265
VAR
0.070
KURT.
1.90
SKEW
1.31
SUM
-37.0
68
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
VALUES:
24
(6%)
MISSING:
361
(94%)
DISTINCT:
2
(<1%)
69
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
VALUES:
34
(9%)
MISSING:
351
(91%)
DISTINCT:
11
(3%)
ZEROES:
---
MAX
-0.400
95%
-0.701
Q3
-0.918
AVG
-0.934
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.600
IQR
0.082
STD
0.132
VAR
0.017
KURT.
7.49
SKEW
2.57
SUM
-31.8
70
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
VALUES:
50
(13%)
MISSING:
335
(87%)
DISTINCT:
14
(4%)
ZEROES:
---
MAX
-0.351
95%
-0.594
Q3
-0.965
AVG
-0.942
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.649
IQR
0.035
STD
0.140
VAR
0.020
KURT.
8.12
SKEW
2.90
SUM
-47.1
71
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
25
(6%)
ZEROES:
---
MAX
-0.097
95%
-0.382
Q3
-0.826
AVG
-0.876
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.903
IQR
0.174
STD
0.223
VAR
0.050
KURT.
4.56
SKEW
2.19
SUM
-56.9
72
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
73
(19%)
ZEROES:
---
MAX
0.91
95%
0.38
Q3
-0.09
AVG
-0.26
MEDIAN
-0.33
Q1
-0.56
5%
-0.75
MIN
-0.96
RANGE
1.87
IQR
0.465
STD
0.389
VAR
0.152
KURT.
0.070
SKEW
0.705
SUM
-20.0
73
HEART_RATE_DIFF_REL (0-2)
VALUES:
23
(6%)
MISSING:
362
(94%)
DISTINCT:
1
(<1%)
74
HEART_RATE_DIFF_REL (2-4)
VALUES:
37
(10%)
MISSING:
348
(90%)
DISTINCT:
10
(3%)
75
HEART_RATE_DIFF_REL (4-6)
VALUES:
50
(13%)
MISSING:
335
(87%)
DISTINCT:
12
(3%)
ZEROES:
---
MAX
-0.747
95%
-0.808
Q3
-1.000
AVG
-0.975
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.253
IQR
0.00
STD
0.062
VAR
0.004
KURT.
7.09
SKEW
2.78
SUM
-48.7
76
HEART_RATE_DIFF_REL (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
29
(8%)
ZEROES:
---
MAX
-0.610
95%
-0.739
Q3
-0.913
AVG
-0.946
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.390
IQR
0.087
STD
0.087
VAR
0.008
KURT.
3.55
SKEW
1.92
SUM
-61.5
77
HEART_RATE_DIFF_REL (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
76
(20%)
ZEROES:
---
MAX
0.34
95%
0.05
Q3
-0.35
AVG
-0.47
MEDIAN
-0.53
Q1
-0.63
5%
-0.78
MIN
-0.81
RANGE
1.15
IQR
0.273
STD
0.248
VAR
0.062
KURT.
1.43
SKEW
1.20
SUM
-36.3
78
RESPIRATORY_RATE_DIFF_REL (0-2)
VALUES:
22
(6%)
MISSING:
363
(94%)
DISTINCT:
1
(<1%)
79
RESPIRATORY_RATE_DIFF_REL (2-4)
VALUES:
30
(8%)
MISSING:
355
(92%)
DISTINCT:
6
(2%)
80
RESPIRATORY_RATE_DIFF_REL (4-6)
VALUES:
47
(12%)
MISSING:
338
(88%)
DISTINCT:
10
(3%)
81
RESPIRATORY_RATE_DIFF_REL (6-12)
VALUES:
65
(17%)
MISSING:
320
(83%)
DISTINCT:
24
(6%)
ZEROES:
---
MAX
-0.348
95%
-0.608
Q3
-0.866
AVG
-0.914
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.652
IQR
0.134
STD
0.146
VAR
0.021
KURT.
3.72
SKEW
1.96
SUM
-59.4
82
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
43
(11%)
ZEROES:
---
MAX
0.65
95%
0.62
Q3
0.10
AVG
-0.29
MEDIAN
-0.39
Q1
-0.70
5%
-0.87
MIN
-1.00
RANGE
1.65
IQR
0.792
STD
0.467
VAR
0.218
KURT.
-1.00
SKEW
0.459
SUM
-22.3
83
TEMPERATURE_DIFF_REL (0-2)
VALUES:
22
(6%)
MISSING:
363
(94%)
DISTINCT:
1
(<1%)
84
TEMPERATURE_DIFF_REL (2-4)
VALUES:
32
(8%)
MISSING:
353
(92%)
DISTINCT:
10
(3%)
85
TEMPERATURE_DIFF_REL (4-6)
VALUES:
48
(12%)
MISSING:
337
(88%)
DISTINCT:
9
(2%)
86
TEMPERATURE_DIFF_REL (6-12)
VALUES:
71
(18%)
MISSING:
314
(82%)
DISTINCT:
36
(9%)
ZEROES:
---
MAX
-0.504
95%
-0.712
Q3
-0.815
AVG
-0.909
MEDIAN
-0.977
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.496
IQR
0.185
STD
0.117
VAR
0.014
KURT.
0.883
SKEW
1.20
SUM
-64.6
87
TEMPERATURE_DIFF_REL (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
75
(19%)
ZEROES:
---
MAX
0.21
95%
0.13
Q3
-0.21
AVG
-0.38
MEDIAN
-0.41
Q1
-0.59
5%
-0.74
MIN
-0.88
RANGE
1.10
IQR
0.379
STD
0.254
VAR
0.064
KURT.
-0.390
SKEW
0.430
SUM
-29.5
88
OXYGEN_SATURATION_DIFF_REL (0-2)
VALUES:
19
(5%)
MISSING:
366
(95%)
DISTINCT:
1
(<1%)
89
OXYGEN_SATURATION_DIFF_REL (2-4)
VALUES:
35
(9%)
MISSING:
350
(91%)
DISTINCT:
9
(2%)
90
OXYGEN_SATURATION_DIFF_REL (4-6)
VALUES:
48
(12%)
MISSING:
337
(88%)
DISTINCT:
10
(3%)
91
OXYGEN_SATURATION_DIFF_REL (6-12)
VALUES:
69
(18%)
MISSING:
316
(82%)
DISTINCT:
23
(6%)
ZEROES:
---
MAX
0.65
95%
-0.86
Q3
-0.96
AVG
-0.94
MEDIAN
-1.00
Q1
-1.00
5%
-1.00
MIN
-1.00
RANGE
1.65
IQR
0.041
STD
0.212
VAR
0.045
KURT.
48.2
SKEW
6.67
SUM
-65.0
92
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
VALUES:
77
(20%)
MISSING:
308
(80%)
DISTINCT:
55
(14%)
ZEROES:
---
MAX
0.96
95%
0.86
Q3
-0.78
AVG
-0.64
MEDIAN
-0.86
Q1
-0.88
5%
-0.92
MIN
-0.98
RANGE
1.94
IQR
0.106
STD
0.535
VAR
0.286
KURT.
3.89
SKEW
2.33
SUM
-49.5
93
ICU
VALUES:
385
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
PATIENT_VISIT_IDENTIFIER
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (0-2)
0.25
RESPIRATORY_RATE_DIFF_REL (6-12)
0.22
RESPIRATORY_RATE_MEAN (2-4)
0.21
LEUKOCYTES_MEAN (0-2)
0.20
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
-0.19
HEART_RATE_DIFF_REL (4-6)
-0.19
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
-0.15
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.14
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.14
LEUKOCYTES_MEAN (ABOVE_12)
0.14
NEUTROPHILES_MEAN (2-4)
-0.12
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.12
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.21
HEART_RATE_DIFF (4-6)
0.18
AGE_PERCENTIL
0.18
RESPIRATORY_RATE_DIFF (6-12)
0.17
RESPIRATORY_RATE_DIFF_REL (4-6)
0.17
RESPIRATORY_RATE_MEAN (0-2)
0.17
OXYGEN_SATURATION_DIFF_REL (4-6)
0.16
TEMPERATURE_DIFF (4-6)
0.16
TEMPERATURE_DIFF_REL (4-6)
0.16
RESPIRATORY_RATE_DIFF (4-6)
0.16
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.15
BE_ARTERIAL_MEAN (6-12)
0.13
BE_VENOUS_MEAN (0-2)
0.13
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.13
MOST FREQUENT VALUES
0
1
0.3%
193
1
0.3%
263
1
0.3%
262
1
0.3%
261
1
0.3%
260
1
0.3%
259
1
0.3%
258
1
0.3%
257
1
0.3%
256
1
0.3%
255
1
0.3%
254
1
0.3%
253
1
0.3%
252
1
0.3%
251
1
0.3%
SMALLEST VALUES
0
1
0.3%
1
1
0.3%
2
1
0.3%
3
1
0.3%
4
1
0.3%
5
1
0.3%
6
1
0.3%
7
1
0.3%
8
1
0.3%
9
1
0.3%
10
1
0.3%
11
1
0.3%
12
1
0.3%
13
1
0.3%
14
1
0.3%
LARGEST VALUES
384
1
0.3%
383
1
0.3%
382
1
0.3%
381
1
0.3%
380
1
0.3%
379
1
0.3%
378
1
0.3%
377
1
0.3%
376
1
0.3%
375
1
0.3%
374
1
0.3%
373
1
0.3%
372
1
0.3%
371
1
0.3%
370
1
0.3%
AGE_PERCENTIL
MISSING:
---
TOP CATEGORIES
20th
43
11%
10th
41
11%
30th
41
11%
40th
40
10%
70th
39
10%
50th
38
10%
80th
38
10%
60th
37
10%
Above 90th
37
10%
90th
31
8%
ALL
385
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
AGE_PERCENTIL
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_MEAN (0-2)
0.26
UREA_MEAN (6-12)
0.23
NEUTROPHILES_MEAN (6-12)
0.23
LEUKOCYTES_MEAN (4-6)
0.21
NEUTROPHILES_MEAN (4-6)
0.21
LEUKOCYTES_MEAN (6-12)
0.21
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.19
TEMPERATURE_DIFF_REL (2-4)
0.19
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.18
RESPIRATORY_RATE_DIFF_REL (2-4)
0.18
TEMPERATURE_DIFF (2-4)
0.18
RESPIRATORY_RATE_DIFF (2-4)
0.18
BE_ARTERIAL_MEAN (6-12)
0.17
BE_VENOUS_MEAN (6-12)
0.17

THESE FEATURES
GIVE INFORMATION
ON AGE_PERCENTIL:
RESPIRATORY_RATE_DIFF (6-12)
0.04
OXYGEN_SATURATION_DIFF (6-12)
0.04
RESPIRATORY_RATE_MEAN (0-2)
0.04
HEART_RATE_DIFF (4-6)
0.04
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.04
OXYGEN_SATURATION_DIFF_REL (4-6)
0.04
RESPIRATORY_RATE_DIFF_REL (4-6)
0.03
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.03
TEMPERATURE_DIFF (4-6)
0.03
TEMPERATURE_DIFF_REL (4-6)
0.03
RESPIRATORY_RATE_DIFF (4-6)
0.03
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.03
TEMPERATURE_DIFF_REL (2-4)
0.03
HEART_RATE_DIFF_REL (2-4)
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
CORRELATION RATIO WITH...
RESPIRATORY_RATE_MEAN (4-6)
0.19
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.19
HEART_RATE_DIFF_REL (4-6)
0.19
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.19
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.19
OXYGEN_SATURATION_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
PATIENT_VISIT_IDENTIFIER
0.18
BE_VENOUS_MEAN (ABOVE_12)
0.17
LEUKOCYTES_MEAN (ABOVE_12)
0.17
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.17
BE_ARTERIAL_MEAN (ABOVE_12)
0.17
RESPIRATORY_RATE_MEAN (2-4)
0.16
BE_ARTERIAL_MEAN (0-2)
MISSING:
353
(92%)
TOP CATEGORIES
-1.0
32
100%
ALL
32
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_ARTERIAL_MEAN (0-2)
PROVIDES INFORMATION ON...
BE_VENOUS_MEAN (0-2)
0.78
RESPIRATORY_RATE_MEAN (0-2)
0.19
RESPIRATORY_RATE_DIFF (0-2)
0.17
RESPIRATORY_RATE_DIFF_REL (0-2)
0.17
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.15
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.15
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.15
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.15
TEMPERATURE_DIFF (0-2)
0.14
TEMPERATURE_DIFF_REL (0-2)
0.14
HEART_RATE_DIFF (0-2)
0.13
HEART_RATE_DIFF_REL (0-2)
0.13
OXYGEN_SATURATION_DIFF (0-2)
0.12
OXYGEN_SATURATION_DIFF_REL (0-2)
0.12

THESE FEATURES
GIVE INFORMATION
ON BE_ARTERIAL_MEAN (0-2):
BE_VENOUS_MEAN (0-2)
1.00
RESPIRATORY_RATE_MEAN (0-2)
0.22
RESPIRATORY_RATE_DIFF (0-2)
0.13
RESPIRATORY_RATE_DIFF_REL (0-2)
0.13
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.13
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.13
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.13
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.13
TEMPERATURE_DIFF (0-2)
0.11
TEMPERATURE_DIFF_REL (0-2)
0.11
HEART_RATE_DIFF (0-2)
0.10
HEART_RATE_DIFF_REL (0-2)
0.10
OXYGEN_SATURATION_DIFF (0-2)
0.08
OXYGEN_SATURATION_DIFF_REL (0-2)
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_ARTERIAL_MEAN (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
1.00
NEUTROPHILES_MEAN (0-2)
0.98
LEUKOCYTES_MEAN (0-2)
0.97
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.14
LEUKOCYTES_MEAN (ABOVE_12)
0.14
BE_ARTERIAL_MEAN (ABOVE_12)
0.14
TEMPERATURE_DIFF_REL (6-12)
0.14
TEMPERATURE_DIFF (6-12)
0.14
OXYGEN_SATURATION_DIFF_REL (6-12)
0.14
HEART_RATE_DIFF_REL (6-12)
0.14
HEART_RATE_DIFF (6-12)
0.13
BE_ARTERIAL_MEAN (2-4)
MISSING:
348
(90%)
TOP CATEGORIES
-1.0
37
100%
ALL
37
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_ARTERIAL_MEAN (2-4)
PROVIDES INFORMATION ON...
BE_VENOUS_MEAN (2-4)
0.79
HEART_RATE_DIFF_REL (2-4)
0.18
OXYGEN_SATURATION_DIFF_REL (2-4)
0.17
HEART_RATE_DIFF (2-4)
0.17
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.16
OXYGEN_SATURATION_DIFF (2-4)
0.16
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.16
RESPIRATORY_RATE_DIFF_REL (2-4)
0.13
TEMPERATURE_DIFF (2-4)
0.13
TEMPERATURE_DIFF_REL (2-4)
0.13
RESPIRATORY_RATE_DIFF (2-4)
0.12
BE_ARTERIAL_MEAN (0-2)
0.03
OXYGEN_SATURATION_DIFF (4-6)
0.03
TEMPERATURE_DIFF (4-6)
0.03

THESE FEATURES
GIVE INFORMATION
ON BE_ARTERIAL_MEAN (2-4):
BE_VENOUS_MEAN (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.24
HEART_RATE_DIFF (2-4)
0.22
OXYGEN_SATURATION_DIFF_REL (2-4)
0.22
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.21
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.19
OXYGEN_SATURATION_DIFF (2-4)
0.19
TEMPERATURE_DIFF (2-4)
0.15
TEMPERATURE_DIFF_REL (2-4)
0.15
RESPIRATORY_RATE_DIFF_REL (2-4)
0.14
RESPIRATORY_RATE_DIFF (2-4)
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.06
RESPIRATORY_RATE_DIFF (6-12)
0.06
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_ARTERIAL_MEAN (2-4)
CORRELATION RATIO WITH...
UREA_MEAN (2-4)
1.00
NEUTROPHILES_MEAN (2-4)
0.99
LEUKOCYTES_MEAN (2-4)
0.98
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.38
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.38
RESPIRATORY_RATE_MEAN (2-4)
0.27
UREA_MEAN (ABOVE_12)
0.16
NEUTROPHILES_MEAN (ABOVE_12)
0.16
BE_VENOUS_MEAN (ABOVE_12)
0.16
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.16
LEUKOCYTES_MEAN (ABOVE_12)
0.16
BE_ARTERIAL_MEAN (ABOVE_12)
0.16
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
BE_ARTERIAL_MEAN (4-6)
MISSING:
374
(97%)
TOP CATEGORIES
-1.0
9
82%
-0.679144385026738
1
9%
-0.5401069518716578
1
9%
ALL
11
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_ARTERIAL_MEAN (4-6)
PROVIDES INFORMATION ON...
BE_VENOUS_MEAN (4-6)
0.94
LEUKOCYTES_MEAN (4-6)
0.86
NEUTROPHILES_MEAN (4-6)
0.86
UREA_MEAN (4-6)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.10
OXYGEN_SATURATION_DIFF_REL (4-6)
0.09
TEMPERATURE_DIFF (4-6)
0.09
TEMPERATURE_DIFF_REL (4-6)
0.09
RESPIRATORY_RATE_DIFF_REL (4-6)
0.08
RESPIRATORY_RATE_DIFF (4-6)
0.08
OXYGEN_SATURATION_DIFF (4-6)
0.08
HEART_RATE_DIFF (4-6)
0.07
ICU
0.01
AGE_PERCENTIL
0.01

THESE FEATURES
GIVE INFORMATION
ON BE_ARTERIAL_MEAN (4-6):
LEUKOCYTES_MEAN (4-6)
0.95
NEUTROPHILES_MEAN (4-6)
0.95
UREA_MEAN (4-6)
0.90
BE_VENOUS_MEAN (4-6)
0.89
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.35
OXYGEN_SATURATION_DIFF_REL (4-6)
0.30
TEMPERATURE_DIFF (4-6)
0.29
TEMPERATURE_DIFF_REL (4-6)
0.29
RESPIRATORY_RATE_DIFF_REL (4-6)
0.28
HEART_RATE_DIFF (4-6)
0.26
RESPIRATORY_RATE_DIFF (4-6)
0.25
OXYGEN_SATURATION_DIFF (4-6)
0.25
AGE_PERCENTIL
0.17
ICU
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_ARTERIAL_MEAN (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.27
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.25
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.24
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.23
RESPIRATORY_RATE_MEAN (4-6)
0.09
UREA_MEAN (ABOVE_12)
0.08
NEUTROPHILES_MEAN (ABOVE_12)
0.08
BE_VENOUS_MEAN (ABOVE_12)
0.08
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.08
LEUKOCYTES_MEAN (ABOVE_12)
0.08
BE_ARTERIAL_MEAN (ABOVE_12)
0.08
TEMPERATURE_DIFF_REL (6-12)
0.08
TEMPERATURE_DIFF (6-12)
0.08
OXYGEN_SATURATION_DIFF_REL (6-12)
0.08
BE_ARTERIAL_MEAN (6-12)
MISSING:
372
(97%)
TOP CATEGORIES
-1.0
10
77%
-0.6042780748663101
1
8%
-0.839572192513369
1
8%
-0.9251336898395722
1
8%
ALL
13
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_ARTERIAL_MEAN (6-12)
PROVIDES INFORMATION ON...
BE_VENOUS_MEAN (6-12)
0.86
LEUKOCYTES_MEAN (6-12)
0.80
NEUTROPHILES_MEAN (6-12)
0.77
UREA_MEAN (6-12)
0.77
RESPIRATORY_RATE_DIFF (6-12)
0.14
OXYGEN_SATURATION_DIFF (6-12)
0.10
ICU
0.03
AGE_PERCENTIL
0.01
BE_ARTERIAL_MEAN (2-4)
0.01
BE_ARTERIAL_MEAN (0-2)
0.01
OXYGEN_SATURATION_DIFF (4-6)
0.01
TEMPERATURE_DIFF (4-6)
0.01
TEMPERATURE_DIFF_REL (4-6)
0.01
RESPIRATORY_RATE_DIFF (4-6)
0.01

THESE FEATURES
GIVE INFORMATION
ON BE_ARTERIAL_MEAN (6-12):
LEUKOCYTES_MEAN (6-12)
0.88
NEUTROPHILES_MEAN (6-12)
0.88
UREA_MEAN (6-12)
0.88
BE_VENOUS_MEAN (6-12)
0.86
RESPIRATORY_RATE_DIFF (6-12)
0.55
OXYGEN_SATURATION_DIFF (6-12)
0.43
AGE_PERCENTIL
0.17
ICU
0.12
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.03
HEART_RATE_DIFF (4-6)
0.03
TEMPERATURE_DIFF (4-6)
0.03
OXYGEN_SATURATION_DIFF (4-6)
0.03
TEMPERATURE_DIFF_REL (4-6)
0.03
OXYGEN_SATURATION_DIFF_REL (4-6)
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_ARTERIAL_MEAN (6-12)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (6-12)
0.36
OXYGEN_SATURATION_DIFF_REL (6-12)
0.36
HEART_RATE_DIFF (6-12)
0.35
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.34
RESPIRATORY_RATE_DIFF_REL (6-12)
0.33
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.33
TEMPERATURE_DIFF_REL (6-12)
0.33
TEMPERATURE_DIFF (6-12)
0.32
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.31
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.31
RESPIRATORY_RATE_MEAN (6-12)
0.29
PATIENT_VISIT_IDENTIFIER
0.13
UREA_MEAN (ABOVE_12)
0.09
NEUTROPHILES_MEAN (ABOVE_12)
0.09
BE_ARTERIAL_MEAN (ABOVE_12)
MISSING:
310
(81%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.60
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.56
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.55
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.55
HEART_RATE_DIFF (ABOVE_12)
0.50
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.50
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.48
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.45
HEART_RATE_DIFF_REL (ABOVE_12)
0.43
TEMPERATURE_DIFF_REL (ABOVE_12)
0.42
TEMPERATURE_DIFF (ABOVE_12)
0.42
BE_VENOUS_MEAN (ABOVE_12)
0.38
LEUKOCYTES_MEAN (ABOVE_12)
0.29
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.22
RESPIRATORY_RATE_DIFF (6-12)
0.22
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.18
HEART_RATE_DIFF (4-6)
0.18
TEMPERATURE_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
RESPIRATORY_RATE_DIFF (4-6)
0.18
RESPIRATORY_RATE_DIFF_REL (4-6)
0.18
ICU
0.17
AGE_PERCENTIL
0.17
BE_ARTERIAL_MEAN (2-4)
0.16
BE_VENOUS_MEAN (2-4)
0.16
MOST FREQUENT VALUES
-1.0
60
80.0%
-0.3262032085561498
1
1.3%
-0.9893048128342246
1
1.3%
-0.8823529411764706
1
1.3%
-0.6470588235294118
1
1.3%
-0.1122994652406416
1
1.3%
-0.7112299465240641
1
1.3%
-0.3689839572192514
1
1.3%
-0.8716577540106952
1
1.3%
-0.8181818181818182
1
1.3%
-0.9679144385026738
1
1.3%
-0.2085561497326203
1
1.3%
-0.4866310160427808
1
1.3%
-0.786096256684492
1
1.3%
-0.9144385026737968
1
1.3%
SMALLEST VALUES
-1.0
60
80.0%
-0.9893048128342246
1
1.3%
-0.9679144385026738
1
1.3%
-0.9144385026737968
1
1.3%
-0.8823529411764706
1
1.3%
-0.8716577540106952
1
1.3%
-0.8181818181818182
1
1.3%
-0.786096256684492
1
1.3%
-0.7112299465240641
1
1.3%
-0.6470588235294118
1
1.3%
-0.4866310160427808
1
1.3%
-0.3689839572192514
1
1.3%
-0.3475935828877006
1
1.3%
-0.3262032085561498
1
1.3%
-0.2085561497326203
1
1.3%
LARGEST VALUES
-0.1122994652406416
1
1.3%
-0.2085561497326203
1
1.3%
-0.3262032085561498
1
1.3%
-0.3475935828877006
1
1.3%
-0.3689839572192514
1
1.3%
-0.4866310160427808
1
1.3%
-0.6470588235294118
1
1.3%
-0.7112299465240641
1
1.3%
-0.786096256684492
1
1.3%
-0.8181818181818182
1
1.3%
-0.8716577540106952
1
1.3%
-0.8823529411764706
1
1.3%
-0.9144385026737968
1
1.3%
-0.9679144385026738
1
1.3%
-0.9893048128342246
1
1.3%
BE_VENOUS_MEAN (0-2)
MISSING:
353
(92%)
TOP CATEGORIES
-1.0
25
78%
-0.9790575916230366
1
3%
-0.8219895287958116
1
3%
-0.7172774869109948
1
3%
-0.6439790575916231
1
3%
-0.8952879581151832
1
3%
-0.7905759162303665
1
3%
-0.9267015706806283
1
3%
ALL
32
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_VENOUS_MEAN (0-2)
PROVIDES INFORMATION ON...
BE_ARTERIAL_MEAN (0-2)
1.00
RESPIRATORY_RATE_MEAN (0-2)
0.25
RESPIRATORY_RATE_DIFF (0-2)
0.23
RESPIRATORY_RATE_DIFF_REL (0-2)
0.23
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.20
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.20
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.20
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.20
TEMPERATURE_DIFF (0-2)
0.19
TEMPERATURE_DIFF_REL (0-2)
0.19
HEART_RATE_DIFF (0-2)
0.19
HEART_RATE_DIFF_REL (0-2)
0.19
OXYGEN_SATURATION_DIFF (0-2)
0.19
OXYGEN_SATURATION_DIFF_REL (0-2)
0.19

THESE FEATURES
GIVE INFORMATION
ON BE_VENOUS_MEAN (0-2):
BE_ARTERIAL_MEAN (0-2)
0.78
RESPIRATORY_RATE_MEAN (0-2)
0.24
RESPIRATORY_RATE_DIFF (0-2)
0.14
RESPIRATORY_RATE_DIFF_REL (0-2)
0.14
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.14
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.14
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.14
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.14
AGE_PERCENTIL
0.13
HEART_RATE_DIFF (0-2)
0.12
HEART_RATE_DIFF_REL (0-2)
0.12
TEMPERATURE_DIFF (0-2)
0.12
TEMPERATURE_DIFF_REL (0-2)
0.12
OXYGEN_SATURATION_DIFF (0-2)
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
1.00
NEUTROPHILES_MEAN (0-2)
0.99
LEUKOCYTES_MEAN (0-2)
0.98
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.14
LEUKOCYTES_MEAN (ABOVE_12)
0.14
BE_ARTERIAL_MEAN (ABOVE_12)
0.14
TEMPERATURE_DIFF_REL (6-12)
0.14
TEMPERATURE_DIFF (6-12)
0.14
OXYGEN_SATURATION_DIFF_REL (6-12)
0.14
HEART_RATE_DIFF_REL (6-12)
0.14
HEART_RATE_DIFF (6-12)
0.13
BE_VENOUS_MEAN (2-4)
MISSING:
348
(90%)
TOP CATEGORIES
-1.0
30
81%
-0.8324607329842932
1
3%
-0.9476439790575917
1
3%
-0.7382198952879582
1
3%
-0.3089005235602096
1
3%
-0.6649214659685865
1
3%
-0.8429319371727749
1
3%
-0.7696335078534031
1
3%
ALL
37
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_VENOUS_MEAN (2-4)
PROVIDES INFORMATION ON...
BE_ARTERIAL_MEAN (2-4)
1.00
OXYGEN_SATURATION_DIFF_REL (2-4)
0.26
HEART_RATE_DIFF_REL (2-4)
0.26
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.26
OXYGEN_SATURATION_DIFF (2-4)
0.25
HEART_RATE_DIFF (2-4)
0.25
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.25
TEMPERATURE_DIFF (2-4)
0.22
TEMPERATURE_DIFF_REL (2-4)
0.22
RESPIRATORY_RATE_DIFF_REL (2-4)
0.22
RESPIRATORY_RATE_DIFF (2-4)
0.21
ICU
0.03
BE_ARTERIAL_MEAN (0-2)
0.03
OXYGEN_SATURATION_DIFF (4-6)
0.03

THESE FEATURES
GIVE INFORMATION
ON BE_VENOUS_MEAN (2-4):
BE_ARTERIAL_MEAN (2-4)
0.79
HEART_RATE_DIFF_REL (2-4)
0.28
OXYGEN_SATURATION_DIFF_REL (2-4)
0.26
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.26
HEART_RATE_DIFF (2-4)
0.26
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.25
OXYGEN_SATURATION_DIFF (2-4)
0.24
TEMPERATURE_DIFF (2-4)
0.22
TEMPERATURE_DIFF_REL (2-4)
0.22
RESPIRATORY_RATE_DIFF_REL (2-4)
0.18
RESPIRATORY_RATE_DIFF (2-4)
0.17
AGE_PERCENTIL
0.12
ICU
0.05
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (2-4)
CORRELATION RATIO WITH...
UREA_MEAN (2-4)
1.00
NEUTROPHILES_MEAN (2-4)
0.99
LEUKOCYTES_MEAN (2-4)
0.99
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.46
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.46
RESPIRATORY_RATE_MEAN (2-4)
0.30
UREA_MEAN (ABOVE_12)
0.16
NEUTROPHILES_MEAN (ABOVE_12)
0.16
BE_VENOUS_MEAN (ABOVE_12)
0.16
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.16
LEUKOCYTES_MEAN (ABOVE_12)
0.16
BE_ARTERIAL_MEAN (ABOVE_12)
0.16
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
BE_VENOUS_MEAN (4-6)
MISSING:
374
(97%)
TOP CATEGORIES
-1.0
10
91%
-0.8429319371727749
1
9%
ALL
11
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_VENOUS_MEAN (4-6)
PROVIDES INFORMATION ON...
UREA_MEAN (4-6)
0.89
BE_ARTERIAL_MEAN (4-6)
0.89
LEUKOCYTES_MEAN (4-6)
0.85
NEUTROPHILES_MEAN (4-6)
0.85
TEMPERATURE_DIFF (4-6)
0.08
TEMPERATURE_DIFF_REL (4-6)
0.08
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.08
RESPIRATORY_RATE_DIFF_REL (4-6)
0.08
OXYGEN_SATURATION_DIFF_REL (4-6)
0.07
RESPIRATORY_RATE_DIFF (4-6)
0.07
HEART_RATE_DIFF (4-6)
0.07
OXYGEN_SATURATION_DIFF (4-6)
0.07
ICU
0.01
BE_ARTERIAL_MEAN (2-4)
0.01

THESE FEATURES
GIVE INFORMATION
ON BE_VENOUS_MEAN (4-6):
LEUKOCYTES_MEAN (4-6)
1.00
NEUTROPHILES_MEAN (4-6)
1.00
UREA_MEAN (4-6)
1.00
BE_ARTERIAL_MEAN (4-6)
0.94
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.30
TEMPERATURE_DIFF (4-6)
0.28
TEMPERATURE_DIFF_REL (4-6)
0.28
RESPIRATORY_RATE_DIFF_REL (4-6)
0.27
OXYGEN_SATURATION_DIFF_REL (4-6)
0.26
HEART_RATE_DIFF (4-6)
0.25
RESPIRATORY_RATE_DIFF (4-6)
0.24
OXYGEN_SATURATION_DIFF (4-6)
0.23
AGE_PERCENTIL
0.09
ICU
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.28
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.25
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.23
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.22
RESPIRATORY_RATE_MEAN (4-6)
0.09
UREA_MEAN (ABOVE_12)
0.08
NEUTROPHILES_MEAN (ABOVE_12)
0.08
BE_VENOUS_MEAN (ABOVE_12)
0.08
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.08
LEUKOCYTES_MEAN (ABOVE_12)
0.08
BE_ARTERIAL_MEAN (ABOVE_12)
0.08
TEMPERATURE_DIFF_REL (6-12)
0.08
TEMPERATURE_DIFF (6-12)
0.08
OXYGEN_SATURATION_DIFF_REL (6-12)
0.08
BE_VENOUS_MEAN (6-12)
MISSING:
372
(97%)
TOP CATEGORIES
-1.0
10
77%
-0.9685863874345549
1
8%
-0.8115183246073299
1
8%
-0.680628272251309
1
8%
ALL
13
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_VENOUS_MEAN (6-12)
PROVIDES INFORMATION ON...
BE_ARTERIAL_MEAN (6-12)
0.86
NEUTROPHILES_MEAN (6-12)
0.84
UREA_MEAN (6-12)
0.84
LEUKOCYTES_MEAN (6-12)
0.83
RESPIRATORY_RATE_DIFF (6-12)
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.10
ICU
0.03
AGE_PERCENTIL
0.01
BE_ARTERIAL_MEAN (2-4)
0.01
BE_ARTERIAL_MEAN (0-2)
0.01
OXYGEN_SATURATION_DIFF (4-6)
0.01
TEMPERATURE_DIFF (4-6)
0.01
TEMPERATURE_DIFF_REL (4-6)
0.01
RESPIRATORY_RATE_DIFF (4-6)
0.01

THESE FEATURES
GIVE INFORMATION
ON BE_VENOUS_MEAN (6-12):
NEUTROPHILES_MEAN (6-12)
0.96
UREA_MEAN (6-12)
0.96
LEUKOCYTES_MEAN (6-12)
0.92
BE_ARTERIAL_MEAN (6-12)
0.86
RESPIRATORY_RATE_DIFF (6-12)
0.52
OXYGEN_SATURATION_DIFF (6-12)
0.43
AGE_PERCENTIL
0.17
ICU
0.12
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.03
HEART_RATE_DIFF (4-6)
0.03
TEMPERATURE_DIFF (4-6)
0.03
OXYGEN_SATURATION_DIFF (4-6)
0.03
TEMPERATURE_DIFF_REL (4-6)
0.03
OXYGEN_SATURATION_DIFF_REL (4-6)
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (6-12)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (6-12)
0.36
HEART_RATE_DIFF (6-12)
0.35
OXYGEN_SATURATION_DIFF_REL (6-12)
0.35
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.34
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.33
RESPIRATORY_RATE_DIFF_REL (6-12)
0.33
TEMPERATURE_DIFF_REL (6-12)
0.32
TEMPERATURE_DIFF (6-12)
0.32
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.31
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.30
RESPIRATORY_RATE_MEAN (6-12)
0.29
UREA_MEAN (ABOVE_12)
0.09
NEUTROPHILES_MEAN (ABOVE_12)
0.09
BE_VENOUS_MEAN (ABOVE_12)
0.09
BE_VENOUS_MEAN (ABOVE_12)
MISSING:
310
(81%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.51
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.50
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.48
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.45
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.44
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.43
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.42
BE_ARTERIAL_MEAN (ABOVE_12)
0.38
TEMPERATURE_DIFF_REL (ABOVE_12)
0.32
TEMPERATURE_DIFF (ABOVE_12)
0.32
HEART_RATE_DIFF (ABOVE_12)
0.21
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.21
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.21
HEART_RATE_DIFF_REL (ABOVE_12)
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.23
RESPIRATORY_RATE_DIFF (6-12)
0.22
ICU
0.19
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.19
HEART_RATE_DIFF (4-6)
0.19
TEMPERATURE_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
RESPIRATORY_RATE_DIFF (4-6)
0.18
RESPIRATORY_RATE_DIFF_REL (4-6)
0.18
AGE_PERCENTIL
0.17
BE_ARTERIAL_MEAN (2-4)
0.16
BE_VENOUS_MEAN (2-4)
0.16
MOST FREQUENT VALUES
-1.0
50
66.7%
-0.9790575916230366
2
2.7%
-0.8638743455497382
2
2.7%
-0.9162303664921466
2
2.7%
-0.8952879581151832
1
1.3%
-0.9267015706806283
1
1.3%
-0.8534031413612566
1
1.3%
-0.9895287958115183
1
1.3%
-0.8429319371727749
1
1.3%
-0.7591623036649215
1
1.3%
-0.7486910994764399
1
1.3%
-0.6963350785340314
1
1.3%
-0.455497382198953
1
1.3%
-0.7068062827225132
1
1.3%
-0.3403141361256545
1
1.3%
SMALLEST VALUES
-1.0
50
66.7%
-0.9895287958115183
1
1.3%
-0.9790575916230366
2
2.7%
-0.9267015706806283
1
1.3%
-0.9162303664921466
2
2.7%
-0.9057591623036649
1
1.3%
-0.8952879581151832
1
1.3%
-0.8638743455497382
2
2.7%
-0.8534031413612566
1
1.3%
-0.8429319371727749
1
1.3%
-0.8219895287958116
1
1.3%
-0.8115183246073299
1
1.3%
-0.8010471204188482
1
1.3%
-0.7696335078534031
1
1.3%
-0.7591623036649215
1
1.3%
LARGEST VALUES
-0.3403141361256545
1
1.3%
-0.4240837696335079
1
1.3%
-0.455497382198953
1
1.3%
-0.4764397905759163
1
1.3%
-0.6963350785340314
1
1.3%
-0.7068062827225132
1
1.3%
-0.7382198952879582
1
1.3%
-0.7486910994764399
1
1.3%
-0.7591623036649215
1
1.3%
-0.7696335078534031
1
1.3%
-0.8010471204188482
1
1.3%
-0.8115183246073299
1
1.3%
-0.8219895287958116
1
1.3%
-0.8429319371727749
1
1.3%
-0.8534031413612566
1
1.3%
LEUKOCYTES_MEAN (0-2)
MISSING:
353
(92%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (0-2)
0.96
PATIENT_VISIT_IDENTIFIER
0.20
UREA_MEAN (0-2)
0.14
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (4-6)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (0-2)
0.98
BE_ARTERIAL_MEAN (0-2)
0.97
RESPIRATORY_RATE_MEAN (0-2)
0.44
RESPIRATORY_RATE_DIFF (0-2)
0.32
RESPIRATORY_RATE_DIFF_REL (0-2)
0.32
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.31
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.31
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.31
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.31
TEMPERATURE_DIFF (0-2)
0.30
TEMPERATURE_DIFF_REL (0-2)
0.30
HEART_RATE_DIFF (0-2)
0.27
HEART_RATE_DIFF_REL (0-2)
0.27
OXYGEN_SATURATION_DIFF (0-2)
0.21
MOST FREQUENT VALUES
-0.727694090382387
1
3.1%
-0.7709540363074545
1
3.1%
-0.6519891850135187
1
3.1%
-0.9161838547701815
1
3.1%
-0.862108922363847
1
3.1%
-0.5550405561993047
1
3.1%
-0.8814213982232522
1
3.1%
-0.8339127076091154
1
3.1%
-0.7307840865198918
1
3.1%
-0.7377365778292777
1
3.1%
-0.6396292004634994
1
3.1%
-0.7794515256855928
1
3.1%
-0.7369640787949014
1
3.1%
-0.82078022402472
1
3.1%
-0.8512939358825801
1
3.1%
SMALLEST VALUES
-0.9161838547701815
1
3.1%
-0.8814213982232522
1
3.1%
-0.862108922363847
1
3.1%
-0.8555426805716493
1
3.1%
-0.8512939358825801
1
3.1%
-0.8366164542294321
1
3.1%
-0.8358439551950559
1
3.1%
-0.8339127076091154
1
3.1%
-0.82078022402472
1
3.1%
-0.8037852452684433
1
3.1%
-0.787562765546543
1
3.1%
-0.7864040169949786
1
3.1%
-0.7829277713402858
1
3.1%
-0.780224024719969
1
3.1%
-0.7794515256855928
1
3.1%
LARGEST VALUES
-0.2000772499034376
1
3.1%
-0.2893008883738895
1
3.1%
-0.3827732715334106
1
3.1%
-0.4978756276554654
1
3.1%
-0.5550405561993047
1
3.1%
-0.6319042101197373
1
3.1%
-0.6396292004634994
1
3.1%
-0.6519891850135187
1
3.1%
-0.7022016222479721
1
3.1%
-0.7064503669370412
1
3.1%
-0.7137891077636153
1
3.1%
-0.727694090382387
1
3.1%
-0.7307840865198918
1
3.1%
-0.7369640787949014
1
3.1%
-0.7377365778292777
1
3.1%
LEUKOCYTES_MEAN (2-4)
MISSING:
348
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (2-4)
0.98
UREA_MEAN (2-4)
0.42
RESPIRATORY_RATE_MEAN (2-4)
0.33
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.07
PATIENT_VISIT_IDENTIFIER
-0.07
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.06
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (2-4)
0.99
BE_ARTERIAL_MEAN (2-4)
0.98
HEART_RATE_DIFF_REL (2-4)
0.47
HEART_RATE_DIFF (2-4)
0.46
OXYGEN_SATURATION_DIFF_REL (2-4)
0.46
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.42
OXYGEN_SATURATION_DIFF (2-4)
0.40
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.40
TEMPERATURE_DIFF_REL (2-4)
0.38
TEMPERATURE_DIFF (2-4)
0.38
RESPIRATORY_RATE_DIFF_REL (2-4)
0.35
RESPIRATORY_RATE_DIFF (2-4)
0.32
OXYGEN_SATURATION_DIFF (6-12)
0.15
RESPIRATORY_RATE_DIFF (6-12)
0.14
MOST FREQUENT VALUES
-0.7350328312089609
2
5.4%
-0.5237543453070683
1
2.7%
-0.8767864040169949
1
2.7%
-0.8030127462340672
1
2.7%
-0.6469679412900733
1
2.7%
-0.8760139049826188
1
2.7%
-0.4453456933178833
1
2.7%
-0.8203939745075318
1
2.7%
-0.8690614136732329
1
2.7%
-0.8462726921591348
1
2.7%
-0.7331015836230204
1
2.7%
-0.7396678254152182
1
2.7%
-0.8420239474700656
1
2.7%
-0.899188876013905
1
2.7%
-0.8049439938200077
1
2.7%
SMALLEST VALUES
-0.9239088451139436
1
2.7%
-0.9115488605639243
1
2.7%
-0.899188876013905
1
2.7%
-0.8980301274623406
1
2.7%
-0.8829663962920046
1
2.7%
-0.8771726535341831
1
2.7%
-0.8767864040169949
1
2.7%
-0.8760139049826188
1
2.7%
-0.8690614136732329
1
2.7%
-0.8679026651216686
1
2.7%
-0.8590189262263421
1
2.7%
-0.8528389339513325
1
2.7%
-0.8524526844341445
1
2.7%
-0.8493626882966396
1
2.7%
-0.8462726921591348
1
2.7%
LARGEST VALUES
-0.3932020084974893
1
2.7%
-0.4453456933178833
1
2.7%
-0.5237543453070683
1
2.7%
-0.5388180764774044
1
2.7%
-0.5492468134414832
1
2.7%
-0.6469679412900733
1
2.7%
-0.6689841637697953
1
2.7%
-0.7122441096948628
1
2.7%
-0.7141753572808034
1
2.7%
-0.7331015836230204
1
2.7%
-0.7350328312089609
2
5.4%
-0.7396678254152182
1
2.7%
-0.765160293549633
1
2.7%
-0.7956740054074932
1
2.7%
-0.8030127462340672
1
2.7%
LEUKOCYTES_MEAN (4-6)
MISSING:
374
(97%)
TOP CATEGORIES
-0.7350328312089609
7
64%
-0.8358439551950559
1
9%
-0.5079181151023561
1
9%
-0.6848203939745074
1
9%
-0.7941290073387408
1
9%
ALL
11
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
LEUKOCYTES_MEAN (4-6)
PROVIDES INFORMATION ON...
BE_VENOUS_MEAN (4-6)
1.00
NEUTROPHILES_MEAN (4-6)
1.00
UREA_MEAN (4-6)
1.00
BE_ARTERIAL_MEAN (4-6)
0.95
TEMPERATURE_DIFF (4-6)
0.10
TEMPERATURE_DIFF_REL (4-6)
0.10
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.10
RESPIRATORY_RATE_DIFF_REL (4-6)
0.10
RESPIRATORY_RATE_DIFF (4-6)
0.09
OXYGEN_SATURATION_DIFF_REL (4-6)
0.09
OXYGEN_SATURATION_DIFF (4-6)
0.09
HEART_RATE_DIFF (4-6)
0.09
ICU
0.02
AGE_PERCENTIL
0.01

THESE FEATURES
GIVE INFORMATION
ON LEUKOCYTES_MEAN (4-6):
NEUTROPHILES_MEAN (4-6)
1.00
UREA_MEAN (4-6)
0.95
BE_ARTERIAL_MEAN (4-6)
0.86
BE_VENOUS_MEAN (4-6)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.32
TEMPERATURE_DIFF (4-6)
0.30
TEMPERATURE_DIFF_REL (4-6)
0.30
RESPIRATORY_RATE_DIFF_REL (4-6)
0.29
OXYGEN_SATURATION_DIFF_REL (4-6)
0.28
HEART_RATE_DIFF (4-6)
0.27
RESPIRATORY_RATE_DIFF (4-6)
0.27
OXYGEN_SATURATION_DIFF (4-6)
0.26
AGE_PERCENTIL
0.21
ICU
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
LEUKOCYTES_MEAN (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.32
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.30
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.27
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.27
RESPIRATORY_RATE_MEAN (4-6)
0.12
PATIENT_VISIT_IDENTIFIER
0.10
UREA_MEAN (ABOVE_12)
0.08
NEUTROPHILES_MEAN (ABOVE_12)
0.08
BE_VENOUS_MEAN (ABOVE_12)
0.08
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.08
LEUKOCYTES_MEAN (ABOVE_12)
0.08
BE_ARTERIAL_MEAN (ABOVE_12)
0.08
TEMPERATURE_DIFF_REL (6-12)
0.08
TEMPERATURE_DIFF (6-12)
0.08
LEUKOCYTES_MEAN (6-12)
MISSING:
372
(97%)
TOP CATEGORIES
-0.7350328312089609
7
54%
-0.8049439938200077
2
15%
-0.7867902665121668
2
15%
-0.657010428736964
1
8%
-0.6713016608729239
1
8%
ALL
13
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
LEUKOCYTES_MEAN (6-12)
PROVIDES INFORMATION ON...
NEUTROPHILES_MEAN (6-12)
0.96
UREA_MEAN (6-12)
0.93
BE_VENOUS_MEAN (6-12)
0.92
BE_ARTERIAL_MEAN (6-12)
0.88
RESPIRATORY_RATE_DIFF (6-12)
0.15
OXYGEN_SATURATION_DIFF (6-12)
0.11
ICU
0.05
AGE_PERCENTIL
0.02
BE_ARTERIAL_MEAN (2-4)
0.01
BE_ARTERIAL_MEAN (0-2)
0.01
OXYGEN_SATURATION_DIFF (4-6)
0.01
TEMPERATURE_DIFF (4-6)
0.01
TEMPERATURE_DIFF_REL (4-6)
0.01
RESPIRATORY_RATE_DIFF (4-6)
0.01

THESE FEATURES
GIVE INFORMATION
ON LEUKOCYTES_MEAN (6-12):
NEUTROPHILES_MEAN (6-12)
1.00
UREA_MEAN (6-12)
0.96
BE_VENOUS_MEAN (6-12)
0.83
BE_ARTERIAL_MEAN (6-12)
0.80
RESPIRATORY_RATE_DIFF (6-12)
0.53
OXYGEN_SATURATION_DIFF (6-12)
0.41
AGE_PERCENTIL
0.21
ICU
0.15
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.02
HEART_RATE_DIFF (4-6)
0.02
TEMPERATURE_DIFF (4-6)
0.02
OXYGEN_SATURATION_DIFF (4-6)
0.02
TEMPERATURE_DIFF_REL (4-6)
0.02
OXYGEN_SATURATION_DIFF_REL (4-6)
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
LEUKOCYTES_MEAN (6-12)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (6-12)
0.38
HEART_RATE_DIFF (6-12)
0.37
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.36
OXYGEN_SATURATION_DIFF_REL (6-12)
0.35
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.35
RESPIRATORY_RATE_DIFF_REL (6-12)
0.35
TEMPERATURE_DIFF_REL (6-12)
0.34
TEMPERATURE_DIFF (6-12)
0.34
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.33
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.33
RESPIRATORY_RATE_MEAN (6-12)
0.31
PATIENT_VISIT_IDENTIFIER
0.10
UREA_MEAN (ABOVE_12)
0.09
NEUTROPHILES_MEAN (ABOVE_12)
0.09
LEUKOCYTES_MEAN (ABOVE_12)
MISSING:
310
(81%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (ABOVE_12)
0.94
UREA_MEAN (ABOVE_12)
0.59
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.44
HEART_RATE_DIFF (ABOVE_12)
0.35
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.33
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.31
TEMPERATURE_DIFF_REL (ABOVE_12)
0.31
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.30
TEMPERATURE_DIFF (ABOVE_12)
0.30
BE_ARTERIAL_MEAN (ABOVE_12)
0.29
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.28
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.27
HEART_RATE_DIFF_REL (ABOVE_12)
0.26
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.22
RESPIRATORY_RATE_DIFF (6-12)
0.22
ICU
0.19
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.19
HEART_RATE_DIFF (4-6)
0.19
TEMPERATURE_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
RESPIRATORY_RATE_DIFF (4-6)
0.18
RESPIRATORY_RATE_DIFF_REL (4-6)
0.18
AGE_PERCENTIL
0.17
BE_ARTERIAL_MEAN (2-4)
0.16
BE_VENOUS_MEAN (2-4)
0.16
MOST FREQUENT VALUES
-0.7829277713402858
2
2.7%
-0.8451139436075704
2
2.7%
-0.7462340672074159
2
2.7%
-0.802240247199691
2
2.7%
-0.7342603321745848
2
2.7%
-0.7419853225183468
1
1.3%
-0.6469679412900733
1
1.3%
-0.7860177674777906
1
1.3%
-0.7126303592120509
1
1.3%
-0.7103128621089223
1
1.3%
-0.8068752414059481
1
1.3%
-0.8339127076091154
1
1.3%
-0.7076091154886056
1
1.3%
-0.6774816531479335
1
1.3%
-0.906913866357667
1
1.3%
SMALLEST VALUES
-0.906913866357667
1
1.3%
-0.9030513711857859
1
1.3%
-0.8860563924295094
1
1.3%
-0.8779451525685592
1
1.3%
-0.8578601776747778
1
1.3%
-0.8563151796060254
1
1.3%
-0.8512939358825801
1
1.3%
-0.8509076863653919
1
1.3%
-0.8451139436075704
2
2.7%
-0.8420239474700656
1
1.3%
-0.8412514484356894
1
1.3%
-0.8393202008497489
1
1.3%
-0.8389339513325608
1
1.3%
-0.8373889532638084
1
1.3%
-0.8339127076091154
1
1.3%
LARGEST VALUES
-0.1402085747392816
1
1.3%
-0.346852066434917
1
1.3%
-0.3951332560834299
1
1.3%
-0.4036307454615682
1
1.3%
-0.4387794515256855
1
1.3%
-0.4743144071069911
1
1.3%
-0.4955581305523368
1
1.3%
-0.5519505600617999
1
1.3%
-0.5716492854383932
1
1.3%
-0.5770567786790266
1
1.3%
-0.5832367709540363
1
1.3%
-0.6052529934337582
1
1.3%
-0.608342989571263
1
1.3%
-0.6110467361915797
1
1.3%
-0.6118192352259559
1
1.3%
NEUTROPHILES_MEAN (0-2)
MISSING:
353
(92%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LEUKOCYTES_MEAN (0-2)
0.96
PATIENT_VISIT_IDENTIFIER
0.25
UREA_MEAN (0-2)
0.18
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (4-6)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (0-2)
0.99
BE_ARTERIAL_MEAN (0-2)
0.98
RESPIRATORY_RATE_MEAN (0-2)
0.43
RESPIRATORY_RATE_DIFF (0-2)
0.32
RESPIRATORY_RATE_DIFF_REL (0-2)
0.32
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.31
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.31
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.31
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.31
TEMPERATURE_DIFF (0-2)
0.29
TEMPERATURE_DIFF_REL (0-2)
0.29
HEART_RATE_DIFF (0-2)
0.26
HEART_RATE_DIFF_REL (0-2)
0.26
OXYGEN_SATURATION_DIFF (0-2)
0.21
MOST FREQUENT VALUES
-0.8463385354141657
3
9.4%
-0.9067627050820328
2
6.2%
-0.820328131252501
1
3.1%
-0.7943177270908364
1
3.1%
-0.8855542216886755
1
3.1%
-0.8835534213685474
1
3.1%
-0.2216886754701881
1
3.1%
-0.7899159663865547
1
3.1%
-0.851140456182473
1
3.1%
-0.7703081232492998
1
3.1%
-0.8127250900360145
1
3.1%
-0.6494597839135654
1
3.1%
-0.8755502200880353
1
3.1%
-0.8267306922769109
1
3.1%
-0.4129651860744299
1
3.1%
SMALLEST VALUES
-0.9475790316126451
1
3.1%
-0.9143657462985194
1
3.1%
-0.9067627050820328
2
6.2%
-0.8999599839935974
1
3.1%
-0.8979591836734694
1
3.1%
-0.8967587034813926
1
3.1%
-0.8855542216886755
1
3.1%
-0.8835534213685474
1
3.1%
-0.8755502200880353
1
3.1%
-0.8747498999599841
1
3.1%
-0.851140456182473
1
3.1%
-0.8463385354141657
3
9.4%
-0.8427370948379352
1
3.1%
-0.8267306922769109
1
3.1%
-0.820328131252501
1
3.1%
LARGEST VALUES
-0.2216886754701881
1
3.1%
-0.3365346138455383
1
3.1%
-0.4129651860744299
1
3.1%
-0.5422168867547019
1
3.1%
-0.6494597839135654
1
3.1%
-0.6770708283313326
1
3.1%
-0.7559023609443778
1
3.1%
-0.7579031612645059
1
3.1%
-0.7703081232492998
1
3.1%
-0.7839135654261705
1
3.1%
-0.7899159663865547
1
3.1%
-0.7943177270908364
1
3.1%
-0.8047218887555022
1
3.1%
-0.8127250900360145
1
3.1%
-0.820328131252501
1
3.1%
NEUTROPHILES_MEAN (2-4)
MISSING:
348
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LEUKOCYTES_MEAN (2-4)
0.98
UREA_MEAN (2-4)
0.44
RESPIRATORY_RATE_MEAN (2-4)
0.35
PATIENT_VISIT_IDENTIFIER
-0.12
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.12
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.10
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (2-4)
0.99
BE_ARTERIAL_MEAN (2-4)
0.99
HEART_RATE_DIFF_REL (2-4)
0.47
HEART_RATE_DIFF (2-4)
0.46
OXYGEN_SATURATION_DIFF_REL (2-4)
0.45
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.42
OXYGEN_SATURATION_DIFF (2-4)
0.41
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.40
TEMPERATURE_DIFF (2-4)
0.37
TEMPERATURE_DIFF_REL (2-4)
0.37
RESPIRATORY_RATE_DIFF_REL (2-4)
0.35
RESPIRATORY_RATE_DIFF (2-4)
0.32
OXYGEN_SATURATION_DIFF (6-12)
0.15
RESPIRATORY_RATE_DIFF (6-12)
0.15
MOST FREQUENT VALUES
-0.8128394214828789
2
5.4%
-0.9131652661064427
2
5.4%
-0.5570228091236495
1
2.7%
-0.9215686274509804
1
2.7%
-0.9719887955182073
1
2.7%
-0.8815526210484194
1
2.7%
-0.8083233293317327
1
2.7%
-0.6146458583433374
1
2.7%
-0.8971588635454182
1
2.7%
-0.4545818327330933
1
2.7%
-0.7547018807523009
1
2.7%
-0.8823529411764706
1
2.7%
-0.8435374149659864
1
2.7%
-0.8079231692677071
1
2.7%
-0.575030012004802
1
2.7%
SMALLEST VALUES
-0.9719887955182073
1
2.7%
-0.9503801520608244
1
2.7%
-0.9443777511004402
1
2.7%
-0.9431772709083633
1
2.7%
-0.9263705482192878
1
2.7%
-0.9235694277711085
1
2.7%
-0.9223689475790317
1
2.7%
-0.9215686274509804
1
2.7%
-0.9131652661064427
2
5.4%
-0.9087635054021609
1
2.7%
-0.8979591836734694
1
2.7%
-0.8971588635454182
1
2.7%
-0.8903561424569828
1
2.7%
-0.8883553421368547
1
2.7%
-0.8843537414965987
1
2.7%
LARGEST VALUES
-0.4545818327330933
1
2.7%
-0.4849939975990397
1
2.7%
-0.5570228091236495
1
2.7%
-0.575030012004802
1
2.7%
-0.6146458583433374
1
2.7%
-0.685874349739896
1
2.7%
-0.7547018807523009
1
2.7%
-0.8079231692677071
1
2.7%
-0.8083233293317327
1
2.7%
-0.8115246098439376
1
2.7%
-0.8128394214828789
2
5.4%
-0.8139255702280913
1
2.7%
-0.8227290916366548
1
2.7%
-0.8435374149659864
1
2.7%
-0.8639455782312926
1
2.7%
NEUTROPHILES_MEAN (4-6)
MISSING:
374
(97%)
TOP CATEGORIES
-0.8128394214828789
7
64%
-0.5390156062424971
1
9%
-0.7807122849139656
1
9%
-0.8687474989995999
1
9%
-0.8727490996398559
1
9%
ALL
11
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NEUTROPHILES_MEAN (4-6)
PROVIDES INFORMATION ON...
BE_VENOUS_MEAN (4-6)
1.00
LEUKOCYTES_MEAN (4-6)
1.00
UREA_MEAN (4-6)
1.00
BE_ARTERIAL_MEAN (4-6)
0.95
TEMPERATURE_DIFF (4-6)
0.10
TEMPERATURE_DIFF_REL (4-6)
0.10
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.10
RESPIRATORY_RATE_DIFF_REL (4-6)
0.10
RESPIRATORY_RATE_DIFF (4-6)
0.09
OXYGEN_SATURATION_DIFF_REL (4-6)
0.09
OXYGEN_SATURATION_DIFF (4-6)
0.09
HEART_RATE_DIFF (4-6)
0.09
ICU
0.02
AGE_PERCENTIL
0.01

THESE FEATURES
GIVE INFORMATION
ON NEUTROPHILES_MEAN (4-6):
LEUKOCYTES_MEAN (4-6)
1.00
UREA_MEAN (4-6)
0.95
BE_ARTERIAL_MEAN (4-6)
0.86
BE_VENOUS_MEAN (4-6)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.32
TEMPERATURE_DIFF (4-6)
0.30
TEMPERATURE_DIFF_REL (4-6)
0.30
RESPIRATORY_RATE_DIFF_REL (4-6)
0.29
OXYGEN_SATURATION_DIFF_REL (4-6)
0.28
HEART_RATE_DIFF (4-6)
0.27
RESPIRATORY_RATE_DIFF (4-6)
0.27
OXYGEN_SATURATION_DIFF (4-6)
0.26
AGE_PERCENTIL
0.21
ICU
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NEUTROPHILES_MEAN (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.32
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.30
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.27
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.27
RESPIRATORY_RATE_MEAN (4-6)
0.12
PATIENT_VISIT_IDENTIFIER
0.10
UREA_MEAN (ABOVE_12)
0.08
NEUTROPHILES_MEAN (ABOVE_12)
0.08
BE_VENOUS_MEAN (ABOVE_12)
0.08
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.08
LEUKOCYTES_MEAN (ABOVE_12)
0.08
BE_ARTERIAL_MEAN (ABOVE_12)
0.08
TEMPERATURE_DIFF_REL (6-12)
0.08
TEMPERATURE_DIFF (6-12)
0.08
NEUTROPHILES_MEAN (6-12)
MISSING:
372
(97%)
TOP CATEGORIES
-0.8128394214828789
7
54%
-0.8431372549019608
1
8%
-0.7354941976790716
1
8%
-0.823529411764706
1
8%
-0.8711484593837535
1
8%
-0.8915566226490597
1
8%
-0.8395358143257303
1
8%
ALL
13
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NEUTROPHILES_MEAN (6-12)
PROVIDES INFORMATION ON...
LEUKOCYTES_MEAN (6-12)
1.00
UREA_MEAN (6-12)
0.96
BE_VENOUS_MEAN (6-12)
0.96
BE_ARTERIAL_MEAN (6-12)
0.88
RESPIRATORY_RATE_DIFF (6-12)
0.16
OXYGEN_SATURATION_DIFF (6-12)
0.11
ICU
0.06
AGE_PERCENTIL
0.02
BE_ARTERIAL_MEAN (2-4)
0.01
BE_ARTERIAL_MEAN (0-2)
0.01
OXYGEN_SATURATION_DIFF (4-6)
0.01
TEMPERATURE_DIFF (4-6)
0.01
TEMPERATURE_DIFF_REL (4-6)
0.01
RESPIRATORY_RATE_DIFF (4-6)
0.01

THESE FEATURES
GIVE INFORMATION
ON NEUTROPHILES_MEAN (6-12):
LEUKOCYTES_MEAN (6-12)
0.96
UREA_MEAN (6-12)
0.96
BE_VENOUS_MEAN (6-12)
0.84
BE_ARTERIAL_MEAN (6-12)
0.77
RESPIRATORY_RATE_DIFF (6-12)
0.55
OXYGEN_SATURATION_DIFF (6-12)
0.42
AGE_PERCENTIL
0.23
ICU
0.18
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.02
HEART_RATE_DIFF (4-6)
0.02
TEMPERATURE_DIFF (4-6)
0.02
OXYGEN_SATURATION_DIFF (4-6)
0.02
TEMPERATURE_DIFF_REL (4-6)
0.02
OXYGEN_SATURATION_DIFF_REL (4-6)
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NEUTROPHILES_MEAN (6-12)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (6-12)
0.38
HEART_RATE_DIFF (6-12)
0.37
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.36
OXYGEN_SATURATION_DIFF_REL (6-12)
0.35
RESPIRATORY_RATE_DIFF_REL (6-12)
0.35
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.35
TEMPERATURE_DIFF_REL (6-12)
0.35
TEMPERATURE_DIFF (6-12)
0.35
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.33
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.33
RESPIRATORY_RATE_MEAN (6-12)
0.33
PATIENT_VISIT_IDENTIFIER
0.10
UREA_MEAN (ABOVE_12)
0.09
NEUTROPHILES_MEAN (ABOVE_12)
0.09
NEUTROPHILES_MEAN (ABOVE_12)
MISSING:
310
(81%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LEUKOCYTES_MEAN (ABOVE_12)
0.94
UREA_MEAN (ABOVE_12)
0.63
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.39
HEART_RATE_DIFF (ABOVE_12)
0.32
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.32
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.31
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.30
TEMPERATURE_DIFF_REL (ABOVE_12)
0.27
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.27
TEMPERATURE_DIFF (ABOVE_12)
0.27
HEART_RATE_DIFF_REL (ABOVE_12)
0.25
BE_ARTERIAL_MEAN (ABOVE_12)
0.22
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.20
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.23
RESPIRATORY_RATE_DIFF (6-12)
0.22
ICU
0.20
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.19
HEART_RATE_DIFF (4-6)
0.19
TEMPERATURE_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
RESPIRATORY_RATE_DIFF (4-6)
0.18
RESPIRATORY_RATE_DIFF_REL (4-6)
0.18
AGE_PERCENTIL
0.16
BE_ARTERIAL_MEAN (2-4)
0.16
BE_VENOUS_MEAN (2-4)
0.16
MOST FREQUENT VALUES
-0.8639455782312926
2
2.7%
-0.8687474989995999
2
2.7%
-0.7178871548619448
2
2.7%
-0.9243697478991597
2
2.7%
-0.9371748699479792
2
2.7%
-0.8079231692677071
1
1.3%
-0.8331332533013206
1
1.3%
-0.7839135654261705
1
1.3%
-0.8999599839935974
1
1.3%
-0.7891156462585034
1
1.3%
-0.923969587835134
1
1.3%
-0.9059623849539816
1
1.3%
-0.9175670268107243
1
1.3%
-0.7663065226090436
1
1.3%
-0.9051620648259304
1
1.3%
SMALLEST VALUES
-0.9475790316126451
1
1.3%
-0.9411764705882353
1
1.3%
-0.9371748699479792
2
2.7%
-0.9335734293717487
1
1.3%
-0.9311724689875951
1
1.3%
-0.9299719887955182
1
1.3%
-0.9251700680272109
1
1.3%
-0.9243697478991597
2
2.7%
-0.923969587835134
1
1.3%
-0.9235694277711085
1
1.3%
-0.9175670268107243
1
1.3%
-0.912765106042417
1
1.3%
-0.9123649459783914
1
1.3%
-0.9099639855942377
1
1.3%
-0.9067627050820328
1
1.3%
LARGEST VALUES
-0.3065226090436175
1
1.3%
-0.487795118047219
1
1.3%
-0.5450180072028812
1
1.3%
-0.558623449379752
1
1.3%
-0.5870348139255703
1
1.3%
-0.6066426570628252
1
1.3%
-0.6990796318527411
1
1.3%
-0.702280912364946
1
1.3%
-0.7138855542216886
1
1.3%
-0.7178871548619448
2
2.7%
-0.7238895558223291
1
1.3%
-0.7346938775510204
1
1.3%
-0.7527010804321729
1
1.3%
-0.7663065226090436
1
1.3%
-0.7779111644657863
1
1.3%
UREA_MEAN (0-2)
MISSING:
353
(92%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (0-2)
0.18
LEUKOCYTES_MEAN (0-2)
0.14
PATIENT_VISIT_IDENTIFIER
-0.07
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (4-6)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (0-2)
1.00
BE_ARTERIAL_MEAN (0-2)
1.00
RESPIRATORY_RATE_MEAN (0-2)
0.50
RESPIRATORY_RATE_DIFF (0-2)
0.36
RESPIRATORY_RATE_DIFF_REL (0-2)
0.36
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.35
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.35
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.35
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.35
TEMPERATURE_DIFF (0-2)
0.32
TEMPERATURE_DIFF_REL (0-2)
0.32
HEART_RATE_DIFF (0-2)
0.30
HEART_RATE_DIFF_REL (0-2)
0.30
OXYGEN_SATURATION_DIFF (0-2)
0.26
MOST FREQUENT VALUES
-0.9228915662650603
3
9.4%
-0.9132530120481929
2
6.2%
-0.8795180722891567
2
6.2%
-0.8987951807228917
2
6.2%
-0.8650602409638555
2
6.2%
-0.6963855421686748
1
3.1%
-0.8120481927710844
1
3.1%
-0.8409638554216868
1
3.1%
-0.874698795180723
1
3.1%
-0.7445783132530122
1
3.1%
-0.7927710843373494
1
3.1%
-0.9036144578313253
1
3.1%
-0.8506024096385543
1
3.1%
-0.855421686746988
1
3.1%
-0.9325301204819277
1
3.1%
SMALLEST VALUES
-0.9518072289156627
1
3.1%
-0.9325301204819277
1
3.1%
-0.9228915662650603
3
9.4%
-0.9132530120481929
2
6.2%
-0.9036144578313253
1
3.1%
-0.8987951807228917
2
6.2%
-0.8891566265060242
1
3.1%
-0.8843373493975905
1
3.1%
-0.8795180722891567
2
6.2%
-0.874698795180723
1
3.1%
-0.8650602409638555
2
6.2%
-0.8602409638554218
1
3.1%
-0.855421686746988
1
3.1%
-0.8506024096385543
1
3.1%
-0.8457831325301206
1
3.1%
LARGEST VALUES
-0.5566265060240965
1
3.1%
-0.6963855421686748
1
3.1%
-0.7253012048192772
1
3.1%
-0.7445783132530122
1
3.1%
-0.7542168674698796
1
3.1%
-0.7783132530120482
1
3.1%
-0.7927710843373494
1
3.1%
-0.8120481927710844
1
3.1%
-0.8313253012048194
1
3.1%
-0.8361445783132531
1
3.1%
-0.8409638554216868
1
3.1%
-0.8457831325301206
1
3.1%
-0.8506024096385543
1
3.1%
-0.855421686746988
1
3.1%
-0.8602409638554218
1
3.1%
UREA_MEAN (2-4)
MISSING:
348
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (2-4)
0.44
LEUKOCYTES_MEAN (2-4)
0.42
RESPIRATORY_RATE_MEAN (2-4)
0.17
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
-0.06
PATIENT_VISIT_IDENTIFIER
-0.05
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
-0.05
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_VENOUS_MEAN (2-4)
1.00
BE_ARTERIAL_MEAN (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.48
OXYGEN_SATURATION_DIFF_REL (2-4)
0.47
HEART_RATE_DIFF (2-4)
0.46
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.45
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.43
OXYGEN_SATURATION_DIFF (2-4)
0.43
TEMPERATURE_DIFF (2-4)
0.39
TEMPERATURE_DIFF_REL (2-4)
0.39
RESPIRATORY_RATE_DIFF_REL (2-4)
0.37
RESPIRATORY_RATE_DIFF (2-4)
0.35
OXYGEN_SATURATION_DIFF (6-12)
0.15
RESPIRATORY_RATE_DIFF (6-12)
0.15
MOST FREQUENT VALUES
-0.8795180722891567
5
13.5%
-0.8650602409638555
4
10.8%
-0.8216867469879519
3
8.1%
-0.802409638554217
2
5.4%
-0.8313253012048194
2
5.4%
-0.8409638554216868
2
5.4%
-0.5614457831325301
1
2.7%
-0.9373493975903615
1
2.7%
-0.8120481927710844
1
2.7%
-0.783132530120482
1
2.7%
-0.6530120481927711
1
2.7%
-0.7204819277108434
1
2.7%
-0.8698795180722892
1
2.7%
-0.7879518072289158
1
2.7%
-0.8506024096385543
1
2.7%
SMALLEST VALUES
-0.9662650602409639
1
2.7%
-0.9518072289156627
1
2.7%
-0.9373493975903615
1
2.7%
-0.9325301204819277
1
2.7%
-0.8795180722891567
5
13.5%
-0.8698795180722892
1
2.7%
-0.8650602409638555
4
10.8%
-0.8602409638554218
1
2.7%
-0.855421686746988
1
2.7%
-0.8506024096385543
1
2.7%
-0.8457831325301206
1
2.7%
-0.8409638554216868
2
5.4%
-0.8361445783132531
1
2.7%
-0.8313253012048194
2
5.4%
-0.8265060240963856
1
2.7%
LARGEST VALUES
-0.5614457831325301
1
2.7%
-0.6530120481927711
1
2.7%
-0.7204819277108434
1
2.7%
-0.7686746987951808
1
2.7%
-0.7783132530120482
1
2.7%
-0.783132530120482
1
2.7%
-0.7879518072289158
1
2.7%
-0.802409638554217
2
5.4%
-0.8120481927710844
1
2.7%
-0.8216867469879519
3
8.1%
-0.8265060240963856
1
2.7%
-0.8313253012048194
2
5.4%
-0.8361445783132531
1
2.7%
-0.8409638554216868
2
5.4%
-0.8457831325301206
1
2.7%
UREA_MEAN (4-6)
MISSING:
374
(97%)
TOP CATEGORIES
-0.8795180722891567
8
73%
-0.9518072289156627
1
9%
-0.8361445783132531
1
9%
-0.8939759036144579
1
9%
ALL
11
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
UREA_MEAN (4-6)
PROVIDES INFORMATION ON...
BE_VENOUS_MEAN (4-6)
1.00
LEUKOCYTES_MEAN (4-6)
0.95
NEUTROPHILES_MEAN (4-6)
0.95
BE_ARTERIAL_MEAN (4-6)
0.90
TEMPERATURE_DIFF (4-6)
0.10
TEMPERATURE_DIFF_REL (4-6)
0.10
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.10
RESPIRATORY_RATE_DIFF_REL (4-6)
0.09
OXYGEN_SATURATION_DIFF_REL (4-6)
0.09
OXYGEN_SATURATION_DIFF (4-6)
0.08
RESPIRATORY_RATE_DIFF (4-6)
0.08
HEART_RATE_DIFF (4-6)
0.08
ICU
0.02
AGE_PERCENTIL
0.01

THESE FEATURES
GIVE INFORMATION
ON UREA_MEAN (4-6):
LEUKOCYTES_MEAN (4-6)
1.00
NEUTROPHILES_MEAN (4-6)
1.00
BE_VENOUS_MEAN (4-6)
0.89
BE_ARTERIAL_MEAN (4-6)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.32
TEMPERATURE_DIFF (4-6)
0.30
TEMPERATURE_DIFF_REL (4-6)
0.30
OXYGEN_SATURATION_DIFF_REL (4-6)
0.28
RESPIRATORY_RATE_DIFF_REL (4-6)
0.28
HEART_RATE_DIFF (4-6)
0.27
OXYGEN_SATURATION_DIFF (4-6)
0.26
RESPIRATORY_RATE_DIFF (4-6)
0.25
AGE_PERCENTIL
0.17
ICU
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
UREA_MEAN (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.32
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.30
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.27
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.26
RESPIRATORY_RATE_MEAN (4-6)
0.11
PATIENT_VISIT_IDENTIFIER
0.09
UREA_MEAN (ABOVE_12)
0.08
NEUTROPHILES_MEAN (ABOVE_12)
0.08
BE_VENOUS_MEAN (ABOVE_12)
0.08
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.08
LEUKOCYTES_MEAN (ABOVE_12)
0.08
BE_ARTERIAL_MEAN (ABOVE_12)
0.08
TEMPERATURE_DIFF_REL (6-12)
0.08
TEMPERATURE_DIFF (6-12)
0.08
UREA_MEAN (6-12)
MISSING:
372
(97%)
TOP CATEGORIES
-0.8795180722891567
7
54%
-0.9277108433734941
1
8%
-0.8265060240963856
1
8%
-0.855421686746988
1
8%
-0.8072289156626506
1
8%
-0.874698795180723
1
8%
-0.9132530120481929
1
8%
ALL
13
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
UREA_MEAN (6-12)
PROVIDES INFORMATION ON...
NEUTROPHILES_MEAN (6-12)
0.96
LEUKOCYTES_MEAN (6-12)
0.96
BE_VENOUS_MEAN (6-12)
0.96
BE_ARTERIAL_MEAN (6-12)
0.88
RESPIRATORY_RATE_DIFF (6-12)
0.16
OXYGEN_SATURATION_DIFF (6-12)
0.11
ICU
0.05
AGE_PERCENTIL
0.02
BE_ARTERIAL_MEAN (2-4)
0.01
BE_ARTERIAL_MEAN (0-2)
0.01
OXYGEN_SATURATION_DIFF (4-6)
0.01
TEMPERATURE_DIFF (4-6)
0.01
TEMPERATURE_DIFF_REL (4-6)
0.01
RESPIRATORY_RATE_DIFF (4-6)
0.01

THESE FEATURES
GIVE INFORMATION
ON UREA_MEAN (6-12):
NEUTROPHILES_MEAN (6-12)
0.96
LEUKOCYTES_MEAN (6-12)
0.93
BE_VENOUS_MEAN (6-12)
0.84
BE_ARTERIAL_MEAN (6-12)
0.77
RESPIRATORY_RATE_DIFF (6-12)
0.55
OXYGEN_SATURATION_DIFF (6-12)
0.39
AGE_PERCENTIL
0.23
ICU
0.15
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.02
HEART_RATE_DIFF (4-6)
0.02
TEMPERATURE_DIFF (4-6)
0.02
OXYGEN_SATURATION_DIFF (4-6)
0.02
TEMPERATURE_DIFF_REL (4-6)
0.02
OXYGEN_SATURATION_DIFF_REL (4-6)
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
UREA_MEAN (6-12)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (6-12)
0.38
HEART_RATE_DIFF (6-12)
0.37
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.36
OXYGEN_SATURATION_DIFF_REL (6-12)
0.35
RESPIRATORY_RATE_DIFF_REL (6-12)
0.35
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.35
TEMPERATURE_DIFF_REL (6-12)
0.35
TEMPERATURE_DIFF (6-12)
0.35
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.33
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.33
RESPIRATORY_RATE_MEAN (6-12)
0.33
PATIENT_VISIT_IDENTIFIER
0.12
UREA_MEAN (ABOVE_12)
0.09
NEUTROPHILES_MEAN (ABOVE_12)
0.09
UREA_MEAN (ABOVE_12)
MISSING:
310
(81%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (ABOVE_12)
0.63
LEUKOCYTES_MEAN (ABOVE_12)
0.59
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.51
HEART_RATE_DIFF (ABOVE_12)
0.47
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.41
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.40
HEART_RATE_DIFF_REL (ABOVE_12)
0.36
TEMPERATURE_DIFF_REL (ABOVE_12)
0.35
TEMPERATURE_DIFF (ABOVE_12)
0.35
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.32
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.32
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.31
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.27
BE_ARTERIAL_MEAN (ABOVE_12)
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.23
RESPIRATORY_RATE_DIFF (6-12)
0.22
ICU
0.20
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.19
HEART_RATE_DIFF (4-6)
0.19
TEMPERATURE_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
RESPIRATORY_RATE_DIFF (4-6)
0.18
RESPIRATORY_RATE_DIFF_REL (4-6)
0.18
BE_ARTERIAL_MEAN (2-4)
0.16
BE_VENOUS_MEAN (2-4)
0.16
HEART_RATE_DIFF (2-4)
0.16
MOST FREQUENT VALUES
-0.8939759036144579
5
6.7%
-0.8987951807228917
4
5.3%
-0.9180722891566265
4
5.3%
-0.874698795180723
4
5.3%
-0.855421686746988
4
5.3%
-0.8120481927710844
3
4.0%
-0.802409638554217
3
4.0%
-0.9277108433734941
3
4.0%
-0.9132530120481929
3
4.0%
-0.8843373493975905
3
4.0%
-0.8795180722891567
3
4.0%
-0.783132530120482
2
2.7%
-0.9036144578313253
2
2.7%
-0.8506024096385543
2
2.7%
-0.9084337349397591
2
2.7%
SMALLEST VALUES
-0.9759036144578314
1
1.3%
-0.9518072289156627
1
1.3%
-0.946987951807229
2
2.7%
-0.9421686746987953
1
1.3%
-0.9373493975903615
1
1.3%
-0.9325301204819277
2
2.7%
-0.9277108433734941
3
4.0%
-0.9228915662650603
2
2.7%
-0.9180722891566265
4
5.3%
-0.9132530120481929
3
4.0%
-0.9084337349397591
2
2.7%
-0.9036144578313253
2
2.7%
-0.8987951807228917
4
5.3%
-0.8939759036144579
5
6.7%
-0.8891566265060242
1
1.3%
LARGEST VALUES
-0.2626506024096386
1
1.3%
-0.4602409638554217
1
1.3%
-0.4891566265060241
1
1.3%
-0.5373493975903615
1
1.3%
-0.6578313253012049
1
1.3%
-0.730120481927711
1
1.3%
-0.7734939759036146
2
2.7%
-0.7783132530120482
1
1.3%
-0.783132530120482
2
2.7%
-0.7975903614457832
1
1.3%
-0.802409638554217
3
4.0%
-0.8072289156626506
1
1.3%
-0.8120481927710844
3
4.0%
-0.8168674698795182
1
1.3%
-0.8216867469879519
1
1.3%
RESPIRATORY_RATE_MEAN (0-2)
MISSING:
363
(94%)
TOP CATEGORIES
-0.6610169491525424
4
18%
-0.4576271186440679
4
18%
-0.3898305084745763
3
14%
-0.5932203389830508
3
14%
-0.5254237288135593
2
9%
-0.2542372881355932
2
9%
-0.1864406779661016
1
5%
0.01694915254237284
1
5%
-0.05084745762711873
1
5%
0.830508474576271
1
5%
ALL
22
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_MEAN (0-2)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF (0-2)
1.00
RESPIRATORY_RATE_DIFF_REL (0-2)
1.00
TEMPERATURE_DIFF (0-2)
0.90
TEMPERATURE_DIFF_REL (0-2)
0.90
OXYGEN_SATURATION_DIFF (0-2)
0.85
OXYGEN_SATURATION_DIFF_REL (0-2)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.85
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.85
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.85
HEART_RATE_DIFF (0-2)
0.84
HEART_RATE_DIFF_REL (0-2)
0.84
BE_VENOUS_MEAN (0-2)
0.24
BE_ARTERIAL_MEAN (0-2)
0.22

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_MEAN (0-2):
RESPIRATORY_RATE_DIFF (0-2)
0.64
RESPIRATORY_RATE_DIFF_REL (0-2)
0.64
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.61
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.61
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.61
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.61
TEMPERATURE_DIFF (0-2)
0.57
TEMPERATURE_DIFF_REL (0-2)
0.57
HEART_RATE_DIFF (0-2)
0.55
HEART_RATE_DIFF_REL (0-2)
0.55
OXYGEN_SATURATION_DIFF (0-2)
0.49
OXYGEN_SATURATION_DIFF_REL (0-2)
0.49
AGE_PERCENTIL
0.26
BE_VENOUS_MEAN (0-2)
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_MEAN (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.50
LEUKOCYTES_MEAN (0-2)
0.44
NEUTROPHILES_MEAN (0-2)
0.43
PATIENT_VISIT_IDENTIFIER
0.17
UREA_MEAN (ABOVE_12)
0.12
NEUTROPHILES_MEAN (ABOVE_12)
0.12
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF_REL (6-12)
0.11
RESPIRATORY_RATE_MEAN (2-4)
MISSING:
355
(92%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN (2-4)
0.35
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.33
LEUKOCYTES_MEAN (2-4)
0.33
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.33
PATIENT_VISIT_IDENTIFIER
0.21
UREA_MEAN (2-4)
0.17
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (2-4)
0.95
RESPIRATORY_RATE_DIFF (2-4)
0.94
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.87
HEART_RATE_DIFF_REL (2-4)
0.86
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.86
HEART_RATE_DIFF (2-4)
0.86
OXYGEN_SATURATION_DIFF_REL (2-4)
0.85
TEMPERATURE_DIFF_REL (2-4)
0.84
OXYGEN_SATURATION_DIFF (2-4)
0.84
TEMPERATURE_DIFF (2-4)
0.84
BE_VENOUS_MEAN (2-4)
0.30
BE_ARTERIAL_MEAN (2-4)
0.27
AGE_PERCENTIL
0.16
OXYGEN_SATURATION_DIFF (6-12)
0.13
MOST FREQUENT VALUES
-0.5254237288135593
9
30.0%
-0.5932203389830508
5
16.7%
-0.3898305084745763
4
13.3%
-0.2542372881355932
3
10.0%
-0.1186440677966101
2
6.7%
-0.728813559322034
2
6.7%
-0.1864406779661016
1
3.3%
-0.5593220338983051
1
3.3%
-0.2316384180790962
1
3.3%
-0.6949152542372881
1
3.3%
-0.4802259887005649
1
3.3%
SMALLEST VALUES
-0.728813559322034
2
6.7%
-0.6949152542372881
1
3.3%
-0.5932203389830508
5
16.7%
-0.5593220338983051
1
3.3%
-0.5254237288135593
9
30.0%
-0.4802259887005649
1
3.3%
-0.3898305084745763
4
13.3%
-0.2542372881355932
3
10.0%
-0.2316384180790962
1
3.3%
-0.1864406779661016
1
3.3%
-0.1186440677966101
2
6.7%
LARGEST VALUES
-0.1186440677966101
2
6.7%
-0.1864406779661016
1
3.3%
-0.2316384180790962
1
3.3%
-0.2542372881355932
3
10.0%
-0.3898305084745763
4
13.3%
-0.4802259887005649
1
3.3%
-0.5254237288135593
9
30.0%
-0.5593220338983051
1
3.3%
-0.5932203389830508
5
16.7%
-0.6949152542372881
1
3.3%
-0.728813559322034
2
6.7%
RESPIRATORY_RATE_MEAN (4-6)
MISSING:
338
(88%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.13
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.08
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.07
PATIENT_VISIT_IDENTIFIER
0.02
HEART_RATE_DIFF_REL (4-6)
0.01
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (4-6)
0.86
RESPIRATORY_RATE_DIFF (4-6)
0.86
HEART_RATE_DIFF (4-6)
0.84
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.84
TEMPERATURE_DIFF (4-6)
0.82
TEMPERATURE_DIFF_REL (4-6)
0.82
OXYGEN_SATURATION_DIFF_REL (4-6)
0.81
OXYGEN_SATURATION_DIFF (4-6)
0.79
AGE_PERCENTIL
0.19
OXYGEN_SATURATION_DIFF (6-12)
0.15
RESPIRATORY_RATE_DIFF (6-12)
0.14
LEUKOCYTES_MEAN (4-6)
0.12
NEUTROPHILES_MEAN (4-6)
0.12
UREA_MEAN (4-6)
0.11
MOST FREQUENT VALUES
-0.5932203389830508
8
17.0%
-0.4576271186440679
5
10.6%
-0.6610169491525424
4
8.5%
-0.3898305084745763
4
8.5%
-0.1186440677966101
4
8.5%
-0.7966101694915254
2
4.3%
-0.2542372881355932
2
4.3%
-0.5254237288135593
2
4.3%
0.152542372881356
2
4.3%
-0.6459510357815443
1
2.1%
-1.0
1
2.1%
-0.3220338983050848
1
2.1%
-0.728813559322034
1
2.1%
-0.423728813559322
1
2.1%
-0.2994350282485876
1
2.1%
SMALLEST VALUES
-1.0
1
2.1%
-0.9322033898305084
1
2.1%
-0.7966101694915254
2
4.3%
-0.728813559322034
1
2.1%
-0.6610169491525424
4
8.5%
-0.6459510357815443
1
2.1%
-0.5932203389830508
8
17.0%
-0.5254237288135593
2
4.3%
-0.5028248587570623
1
2.1%
-0.4915254237288136
1
2.1%
-0.4576271186440679
5
10.6%
-0.423728813559322
1
2.1%
-0.4124293785310733
1
2.1%
-0.3898305084745763
4
8.5%
-0.3220338983050848
1
2.1%
LARGEST VALUES
0.152542372881356
2
4.3%
0.1073446327683616
1
2.1%
0.0847457627118644
1
2.1%
-0.05084745762711873
1
2.1%
-0.1186440677966101
4
8.5%
-0.1864406779661016
1
2.1%
-0.2542372881355932
2
4.3%
-0.2994350282485876
1
2.1%
-0.3220338983050848
1
2.1%
-0.3898305084745763
4
8.5%
-0.4124293785310733
1
2.1%
-0.423728813559322
1
2.1%
-0.4576271186440679
5
10.6%
-0.4915254237288136
1
2.1%
-0.5028248587570623
1
2.1%
RESPIRATORY_RATE_MEAN (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TEMPERATURE_DIFF_REL (6-12)
0.32
TEMPERATURE_DIFF (6-12)
0.32
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.15
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.12
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.11
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.09
RESPIRATORY_RATE_DIFF_REL (6-12)
0.07
OXYGEN_SATURATION_DIFF_REL (6-12)
-0.04
HEART_RATE_DIFF (6-12)
0.02
PATIENT_VISIT_IDENTIFIER
0.01
HEART_RATE_DIFF_REL (6-12)
-0.01
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
0.94
OXYGEN_SATURATION_DIFF (6-12)
0.88
NEUTROPHILES_MEAN (6-12)
0.33
UREA_MEAN (6-12)
0.33
LEUKOCYTES_MEAN (6-12)
0.31
BE_VENOUS_MEAN (6-12)
0.29
BE_ARTERIAL_MEAN (6-12)
0.29
HEART_RATE_DIFF (4-6)
0.16
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.16
TEMPERATURE_DIFF (4-6)
0.16
OXYGEN_SATURATION_DIFF (4-6)
0.16
TEMPERATURE_DIFF_REL (4-6)
0.16
OXYGEN_SATURATION_DIFF_REL (4-6)
0.16
RESPIRATORY_RATE_DIFF (4-6)
0.16
MOST FREQUENT VALUES
-0.5254237288135593
14
21.5%
-0.5932203389830508
7
10.8%
-0.4576271186440679
5
7.7%
-0.6610169491525424
4
6.2%
-0.1186440677966101
4
6.2%
-0.3898305084745763
3
4.6%
-0.3220338983050848
3
4.6%
-0.1864406779661016
2
3.1%
-0.4915254237288136
2
3.1%
-0.05084745762711873
1
1.5%
-0.344632768361582
1
1.5%
-0.2259887005649717
1
1.5%
-0.5028248587570623
1
1.5%
-0.5480225988700564
1
1.5%
-0.4350282485875707
1
1.5%
SMALLEST VALUES
-0.8480853735091024
1
1.5%
-0.728813559322034
1
1.5%
-0.7203389830508475
1
1.5%
-0.6610169491525424
4
6.2%
-0.6271186440677967
1
1.5%
-0.5932203389830508
7
10.8%
-0.5706214689265539
1
1.5%
-0.5480225988700564
1
1.5%
-0.5254237288135593
14
21.5%
-0.5028248587570623
1
1.5%
-0.4983050847457628
1
1.5%
-0.4941329856584096
1
1.5%
-0.4915254237288136
2
3.1%
-0.4802259887005649
1
1.5%
-0.4745762711864407
1
1.5%
LARGEST VALUES
-0.05084745762711873
1
1.5%
-0.1186440677966101
4
6.2%
-0.1380145278450362
1
1.5%
-0.1457627118644067
1
1.5%
-0.1864406779661016
2
3.1%
-0.2
1
1.5%
-0.2259887005649717
1
1.5%
-0.2542372881355932
1
1.5%
-0.3220338983050848
3
4.6%
-0.344632768361582
1
1.5%
-0.3491525423728812
1
1.5%
-0.3898305084745763
3
4.6%
-0.4350282485875707
1
1.5%
-0.4576271186440679
5
7.7%
-0.4695912263210369
1
1.5%
RESPIRATORY_RATE_MEAN (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.79
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.72
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.67
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.65
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.61
TEMPERATURE_DIFF_REL (ABOVE_12)
0.61
TEMPERATURE_DIFF (ABOVE_12)
0.61
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.61
HEART_RATE_DIFF (ABOVE_12)
0.60
BE_ARTERIAL_MEAN (ABOVE_12)
0.55
UREA_MEAN (ABOVE_12)
0.51
HEART_RATE_DIFF_REL (ABOVE_12)
0.49
LEUKOCYTES_MEAN (ABOVE_12)
0.44
BE_VENOUS_MEAN (ABOVE_12)
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.22
RESPIRATORY_RATE_DIFF (6-12)
0.22
HEART_RATE_DIFF (4-6)
0.19
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.19
TEMPERATURE_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
RESPIRATORY_RATE_DIFF (4-6)
0.18
RESPIRATORY_RATE_DIFF_REL (4-6)
0.18
AGE_PERCENTIL
0.17
BE_ARTERIAL_MEAN (2-4)
0.16
HEART_RATE_DIFF (2-4)
0.16
HEART_RATE_DIFF_REL (2-4)
0.16
MOST FREQUENT VALUES
-0.4983050847457628
3
3.9%
-0.5254237288135593
2
2.6%
-0.4083204930662558
1
1.3%
-0.424323520666072
1
1.3%
-0.2874773737041303
1
1.3%
-0.4997077732320281
1
1.3%
-0.5028248587570623
1
1.3%
-0.5188627665390924
1
1.3%
-0.5455794777828677
1
1.3%
-0.5617092384817377
1
1.3%
-0.5548022598870057
1
1.3%
-0.5379125780553078
1
1.3%
-0.5396137169885691
1
1.3%
-0.5451977401129944
1
1.3%
-0.5160075329566856
1
1.3%
SMALLEST VALUES
-0.6067796610169491
1
1.3%
-0.5808936825885977
1
1.3%
-0.576729271644526
1
1.3%
-0.5641646489104117
1
1.3%
-0.5630885122410547
1
1.3%
-0.5617092384817377
1
1.3%
-0.5553803705163578
1
1.3%
-0.5548022598870057
1
1.3%
-0.5520581113801453
1
1.3%
-0.5455794777828677
1
1.3%
-0.5451977401129944
1
1.3%
-0.5437853107344632
1
1.3%
-0.5404896421845573
1
1.3%
-0.5396137169885691
1
1.3%
-0.5379125780553078
1
1.3%
LARGEST VALUES
-0.01307948301215078
1
1.3%
-0.1409861325115562
1
1.3%
-0.1713747645951036
1
1.3%
-0.2289457867532154
1
1.3%
-0.2433653992976026
1
1.3%
-0.2576739826603138
1
1.3%
-0.2874773737041303
1
1.3%
-0.2950786195629977
1
1.3%
-0.3007546702956823
1
1.3%
-0.3076090876307249
1
1.3%
-0.3178592301911998
1
1.3%
-0.3355932203389831
1
1.3%
-0.3427297056199821
1
1.3%
-0.3509955570182657
1
1.3%
-0.3525986535922245
1
1.3%
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
MISSING:
361
(94%)
TOP CATEGORIES
-1.0
23
96%
-0.8782608695652174
1
4%
ALL
24
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
PROVIDES INFORMATION ON...
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.95
HEART_RATE_DIFF_REL (0-2)
0.95
RESPIRATORY_RATE_DIFF (0-2)
0.92
TEMPERATURE_DIFF (0-2)
0.92
RESPIRATORY_RATE_DIFF_REL (0-2)
0.92
TEMPERATURE_DIFF_REL (0-2)
0.92
OXYGEN_SATURATION_DIFF (0-2)
0.84
OXYGEN_SATURATION_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_MEAN (0-2)
0.61
BE_VENOUS_MEAN (0-2)
0.14
BE_ARTERIAL_MEAN (0-2)
0.13

THESE FEATURES
GIVE INFORMATION
ON BLOODPRESSURE_DIASTOLIC_DIFF (0-2):
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.88
HEART_RATE_DIFF_REL (0-2)
0.88
RESPIRATORY_RATE_MEAN (0-2)
0.85
RESPIRATORY_RATE_DIFF (0-2)
0.82
TEMPERATURE_DIFF (0-2)
0.82
RESPIRATORY_RATE_DIFF_REL (0-2)
0.82
TEMPERATURE_DIFF_REL (0-2)
0.82
OXYGEN_SATURATION_DIFF (0-2)
0.68
OXYGEN_SATURATION_DIFF_REL (0-2)
0.68
BE_VENOUS_MEAN (0-2)
0.20
BE_ARTERIAL_MEAN (0-2)
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.35
LEUKOCYTES_MEAN (0-2)
0.31
NEUTROPHILES_MEAN (0-2)
0.31
UREA_MEAN (ABOVE_12)
0.13
NEUTROPHILES_MEAN (ABOVE_12)
0.13
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF (6-12)
0.12
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
MISSING:
351
(91%)
TOP CATEGORIES
-1.0
25
74%
-0.8260869565217391
2
6%
-0.8956521739130434
2
6%
-0.7913043478260869
1
3%
-0.7565217391304347
1
3%
-0.9304347826086956
1
3%
-0.4956521739130435
1
3%
-0.6173913043478261
1
3%
ALL
34
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
PROVIDES INFORMATION ON...
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.98
HEART_RATE_DIFF_REL (2-4)
0.85
HEART_RATE_DIFF (2-4)
0.84
TEMPERATURE_DIFF_REL (2-4)
0.80
OXYGEN_SATURATION_DIFF_REL (2-4)
0.80
TEMPERATURE_DIFF (2-4)
0.80
RESPIRATORY_RATE_DIFF_REL (2-4)
0.79
RESPIRATORY_RATE_DIFF (2-4)
0.79
OXYGEN_SATURATION_DIFF (2-4)
0.79
BE_VENOUS_MEAN (2-4)
0.25
BE_ARTERIAL_MEAN (2-4)
0.19
ICU
0.04
AGE_PERCENTIL
0.03
BE_ARTERIAL_MEAN (0-2)
0.03

THESE FEATURES
GIVE INFORMATION
ON BLOODPRESSURE_DIASTOLIC_DIFF (2-4):
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.91
HEART_RATE_DIFF (2-4)
0.87
OXYGEN_SATURATION_DIFF_REL (2-4)
0.80
TEMPERATURE_DIFF_REL (2-4)
0.78
TEMPERATURE_DIFF (2-4)
0.78
OXYGEN_SATURATION_DIFF (2-4)
0.76
RESPIRATORY_RATE_DIFF_REL (2-4)
0.66
RESPIRATORY_RATE_DIFF (2-4)
0.65
BE_VENOUS_MEAN (2-4)
0.25
AGE_PERCENTIL
0.18
BE_ARTERIAL_MEAN (2-4)
0.16
ICU
0.06
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
1.00
RESPIRATORY_RATE_MEAN (2-4)
0.86
UREA_MEAN (2-4)
0.43
NEUTROPHILES_MEAN (2-4)
0.40
LEUKOCYTES_MEAN (2-4)
0.40
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.15
LEUKOCYTES_MEAN (ABOVE_12)
0.15
BE_ARTERIAL_MEAN (ABOVE_12)
0.15
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
MISSING:
335
(87%)
TOP CATEGORIES
-1.0
38
76%
-0.9130434782608696
2
4%
-0.9652173913043478
2
4%
-0.8782608695652174
2
4%
-0.5478260869565217
1
2%
-0.7739130434782608
1
2%
-0.8608695652173913
1
2%
-0.4260869565217391
1
2%
-0.8956521739130434
1
2%
-0.7043478260869565
1
2%
ALL
50
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
PROVIDES INFORMATION ON...
HEART_RATE_DIFF (4-6)
0.93
TEMPERATURE_DIFF (4-6)
0.90
TEMPERATURE_DIFF_REL (4-6)
0.90
OXYGEN_SATURATION_DIFF_REL (4-6)
0.90
RESPIRATORY_RATE_DIFF_REL (4-6)
0.90
RESPIRATORY_RATE_DIFF (4-6)
0.89
OXYGEN_SATURATION_DIFF (4-6)
0.89
BE_ARTERIAL_MEAN (4-6)
0.35
LEUKOCYTES_MEAN (4-6)
0.32
NEUTROPHILES_MEAN (4-6)
0.32
UREA_MEAN (4-6)
0.32
BE_VENOUS_MEAN (4-6)
0.30
ICU
0.05
BE_ARTERIAL_MEAN (2-4)
0.04

THESE FEATURES
GIVE INFORMATION
ON BLOODPRESSURE_DIASTOLIC_DIFF (4-6):
HEART_RATE_DIFF (4-6)
0.91
OXYGEN_SATURATION_DIFF_REL (4-6)
0.86
TEMPERATURE_DIFF (4-6)
0.83
TEMPERATURE_DIFF_REL (4-6)
0.83
RESPIRATORY_RATE_DIFF_REL (4-6)
0.82
OXYGEN_SATURATION_DIFF (4-6)
0.82
RESPIRATORY_RATE_DIFF (4-6)
0.81
AGE_PERCENTIL
0.16
LEUKOCYTES_MEAN (4-6)
0.10
NEUTROPHILES_MEAN (4-6)
0.10
BE_ARTERIAL_MEAN (4-6)
0.10
UREA_MEAN (4-6)
0.10
BE_VENOUS_MEAN (4-6)
0.08
ICU
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
CORRELATION RATIO WITH...
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
1.00
HEART_RATE_DIFF_REL (4-6)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
1.00
RESPIRATORY_RATE_MEAN (4-6)
0.84
UREA_MEAN (ABOVE_12)
0.19
NEUTROPHILES_MEAN (ABOVE_12)
0.19
BE_VENOUS_MEAN (ABOVE_12)
0.19
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.19
LEUKOCYTES_MEAN (ABOVE_12)
0.19
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
OXYGEN_SATURATION_DIFF_REL (6-12)
0.18
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.99
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.94
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.94
RESPIRATORY_RATE_DIFF_REL (6-12)
0.67
HEART_RATE_DIFF (6-12)
0.54
HEART_RATE_DIFF_REL (6-12)
0.50
TEMPERATURE_DIFF_REL (6-12)
0.34
TEMPERATURE_DIFF (6-12)
0.34
OXYGEN_SATURATION_DIFF_REL (6-12)
0.25
PATIENT_VISIT_IDENTIFIER
0.14
RESPIRATORY_RATE_MEAN (6-12)
0.11
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
0.98
OXYGEN_SATURATION_DIFF (6-12)
0.92
UREA_MEAN (6-12)
0.35
NEUTROPHILES_MEAN (6-12)
0.35
LEUKOCYTES_MEAN (6-12)
0.35
BE_VENOUS_MEAN (6-12)
0.33
BE_ARTERIAL_MEAN (6-12)
0.33
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
HEART_RATE_DIFF (4-6)
0.17
TEMPERATURE_DIFF (4-6)
0.17
OXYGEN_SATURATION_DIFF (4-6)
0.17
TEMPERATURE_DIFF_REL (4-6)
0.17
OXYGEN_SATURATION_DIFF_REL (4-6)
0.17
RESPIRATORY_RATE_DIFF (4-6)
0.16
MOST FREQUENT VALUES
-1.0
41
63.1%
-0.9826086956521739
3
4.6%
-0.9130434782608696
3
4.6%
-0.808695652173913
2
3.1%
-0.8260869565217391
2
3.1%
-0.6869565217391305
2
3.1%
-0.7739130434782608
1
1.5%
-0.7913043478260869
1
1.5%
-0.3565217391304347
1
1.5%
-0.8956521739130434
1
1.5%
-0.3391304347826087
1
1.5%
-0.7565217391304347
1
1.5%
-0.2869565217391304
1
1.5%
-0.9652173913043478
1
1.5%
-0.8782608695652174
1
1.5%
SMALLEST VALUES
-1.0
41
63.1%
-0.9826086956521739
3
4.6%
-0.9652173913043478
1
1.5%
-0.9130434782608696
3
4.6%
-0.8956521739130434
1
1.5%
-0.8782608695652174
1
1.5%
-0.8260869565217391
2
3.1%
-0.808695652173913
2
3.1%
-0.7913043478260869
1
1.5%
-0.7739130434782608
1
1.5%
-0.7565217391304347
1
1.5%
-0.7217391304347827
1
1.5%
-0.7043478260869565
1
1.5%
-0.6869565217391305
2
3.1%
-0.4956521739130435
1
1.5%
LARGEST VALUES
-0.2869565217391304
1
1.5%
-0.3391304347826087
1
1.5%
-0.3565217391304347
1
1.5%
-0.4956521739130435
1
1.5%
-0.6869565217391305
2
3.1%
-0.7043478260869565
1
1.5%
-0.7217391304347827
1
1.5%
-0.7565217391304347
1
1.5%
-0.7739130434782608
1
1.5%
-0.7913043478260869
1
1.5%
-0.808695652173913
2
3.1%
-0.8260869565217391
2
3.1%
-0.8782608695652174
1
1.5%
-0.8956521739130434
1
1.5%
-0.9130434782608696
3
4.6%
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.98
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.82
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.78
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.73
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.71
TEMPERATURE_DIFF_REL (ABOVE_12)
0.69
TEMPERATURE_DIFF (ABOVE_12)
0.69
HEART_RATE_DIFF (ABOVE_12)
0.66
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.61
HEART_RATE_DIFF_REL (ABOVE_12)
0.60
BE_ARTERIAL_MEAN (ABOVE_12)
0.56
BE_VENOUS_MEAN (ABOVE_12)
0.43
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.41
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.18
RESPIRATORY_RATE_DIFF (6-12)
0.17
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.15
HEART_RATE_DIFF (4-6)
0.15
TEMPERATURE_DIFF (4-6)
0.14
OXYGEN_SATURATION_DIFF (4-6)
0.14
TEMPERATURE_DIFF_REL (4-6)
0.14
OXYGEN_SATURATION_DIFF_REL (4-6)
0.14
RESPIRATORY_RATE_DIFF (4-6)
0.14
RESPIRATORY_RATE_DIFF_REL (4-6)
0.14
AGE_PERCENTIL
0.13
HEART_RATE_DIFF (2-4)
0.12
HEART_RATE_DIFF_REL (2-4)
0.12
BE_ARTERIAL_MEAN (2-4)
0.12
MOST FREQUENT VALUES
-0.6521739130434783
10
13.0%
-0.4782608695652174
7
9.1%
-0.3565217391304347
4
5.2%
-0.4608695652173913
3
3.9%
-0.3913043478260869
3
3.9%
-0.2869565217391304
3
3.9%
0.1304347826086956
3
3.9%
-0.3391304347826087
3
3.9%
-0.5478260869565217
3
3.9%
-0.1826086956521739
2
2.6%
-0.4260869565217391
2
2.6%
-0.6173913043478261
2
2.6%
-0.5826086956521739
2
2.6%
-0.808695652173913
2
2.6%
-0.5652173913043479
2
2.6%
SMALLEST VALUES
-0.8608695652173913
1
1.3%
-0.8260869565217391
1
1.3%
-0.808695652173913
2
2.6%
-0.7565217391304347
1
1.3%
-0.7043478260869565
1
1.3%
-0.6521739130434783
10
13.0%
-0.6173913043478261
2
2.6%
-0.5826086956521739
2
2.6%
-0.5652173913043479
2
2.6%
-0.5478260869565217
3
3.9%
-0.5304347826086957
1
1.3%
-0.5130434782608695
1
1.3%
-0.4956521739130435
1
1.3%
-0.4782608695652174
7
9.1%
-0.4608695652173913
3
3.9%
LARGEST VALUES
0.5478260869565217
1
1.3%
0.5130434782608695
1
1.3%
0.3043478260869565
1
1.3%
0.1304347826086956
3
3.9%
0.1130434782608696
1
1.3%
0.07826086956521738
1
1.3%
0.0608695652173914
1
1.3%
0.04347826086956519
1
1.3%
-0.07826086956521738
1
1.3%
-0.1130434782608696
1
1.3%
-0.1304347826086957
1
1.3%
-0.1652173913043478
1
1.3%
-0.1826086956521739
2
2.6%
-0.2
1
1.3%
-0.2521739130434782
1
1.3%
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
MISSING:
361
(94%)
TOP CATEGORIES
-1.0
23
96%
-0.8650306748466258
1
4%
ALL
24
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
PROVIDES INFORMATION ON...
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.95
HEART_RATE_DIFF_REL (0-2)
0.95
RESPIRATORY_RATE_DIFF (0-2)
0.92
TEMPERATURE_DIFF (0-2)
0.92
RESPIRATORY_RATE_DIFF_REL (0-2)
0.92
TEMPERATURE_DIFF_REL (0-2)
0.92
OXYGEN_SATURATION_DIFF (0-2)
0.84
OXYGEN_SATURATION_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_MEAN (0-2)
0.61
BE_VENOUS_MEAN (0-2)
0.14
BE_ARTERIAL_MEAN (0-2)
0.13

THESE FEATURES
GIVE INFORMATION
ON BLOODPRESSURE_SISTOLIC_DIFF (0-2):
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.88
HEART_RATE_DIFF_REL (0-2)
0.88
RESPIRATORY_RATE_MEAN (0-2)
0.85
RESPIRATORY_RATE_DIFF (0-2)
0.82
TEMPERATURE_DIFF (0-2)
0.82
RESPIRATORY_RATE_DIFF_REL (0-2)
0.82
TEMPERATURE_DIFF_REL (0-2)
0.82
OXYGEN_SATURATION_DIFF (0-2)
0.68
OXYGEN_SATURATION_DIFF_REL (0-2)
0.68
BE_VENOUS_MEAN (0-2)
0.20
BE_ARTERIAL_MEAN (0-2)
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.35
LEUKOCYTES_MEAN (0-2)
0.31
NEUTROPHILES_MEAN (0-2)
0.31
UREA_MEAN (ABOVE_12)
0.13
NEUTROPHILES_MEAN (ABOVE_12)
0.13
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF (6-12)
0.12
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
MISSING:
351
(91%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.99
RESPIRATORY_RATE_MEAN (2-4)
0.33
NEUTROPHILES_MEAN (2-4)
0.10
LEUKOCYTES_MEAN (2-4)
0.06
UREA_MEAN (2-4)
-0.05
PATIENT_VISIT_IDENTIFIER
0.02
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.95
HEART_RATE_DIFF (2-4)
0.95
OXYGEN_SATURATION_DIFF_REL (2-4)
0.91
OXYGEN_SATURATION_DIFF (2-4)
0.91
TEMPERATURE_DIFF_REL (2-4)
0.89
TEMPERATURE_DIFF (2-4)
0.89
RESPIRATORY_RATE_DIFF_REL (2-4)
0.88
RESPIRATORY_RATE_DIFF (2-4)
0.88
BE_VENOUS_MEAN (2-4)
0.46
BE_ARTERIAL_MEAN (2-4)
0.38
AGE_PERCENTIL
0.16
OXYGEN_SATURATION_DIFF (6-12)
0.14
MOST FREQUENT VALUES
-1.0
24
70.6%
-0.754601226993865
1
2.9%
-0.803680981595092
1
2.9%
-0.852760736196319
1
2.9%
-0.7300613496932515
1
2.9%
-0.8773006134969326
1
2.9%
-0.8404907975460123
1
2.9%
-0.901840490797546
1
2.9%
-0.7423312883435582
1
2.9%
-0.9141104294478528
1
2.9%
-0.3619631901840491
1
2.9%
SMALLEST VALUES
-1.0
24
70.6%
-0.9141104294478528
1
2.9%
-0.901840490797546
1
2.9%
-0.8773006134969326
1
2.9%
-0.852760736196319
1
2.9%
-0.8404907975460123
1
2.9%
-0.803680981595092
1
2.9%
-0.754601226993865
1
2.9%
-0.7423312883435582
1
2.9%
-0.7300613496932515
1
2.9%
-0.3619631901840491
1
2.9%
LARGEST VALUES
-0.3619631901840491
1
2.9%
-0.7300613496932515
1
2.9%
-0.7423312883435582
1
2.9%
-0.754601226993865
1
2.9%
-0.803680981595092
1
2.9%
-0.8404907975460123
1
2.9%
-0.852760736196319
1
2.9%
-0.8773006134969326
1
2.9%
-0.901840490797546
1
2.9%
-0.9141104294478528
1
2.9%
-1.0
24
70.6%
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
MISSING:
335
(87%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.98
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.83
HEART_RATE_DIFF_REL (4-6)
0.46
RESPIRATORY_RATE_MEAN (4-6)
0.13
PATIENT_VISIT_IDENTIFIER
-0.12
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
1.00
HEART_RATE_DIFF (4-6)
1.00
TEMPERATURE_DIFF (4-6)
0.98
TEMPERATURE_DIFF_REL (4-6)
0.98
OXYGEN_SATURATION_DIFF_REL (4-6)
0.97
OXYGEN_SATURATION_DIFF (4-6)
0.97
RESPIRATORY_RATE_DIFF_REL (4-6)
0.96
RESPIRATORY_RATE_DIFF (4-6)
0.96
LEUKOCYTES_MEAN (4-6)
0.27
NEUTROPHILES_MEAN (4-6)
0.27
UREA_MEAN (4-6)
0.26
BE_ARTERIAL_MEAN (4-6)
0.23
BE_VENOUS_MEAN (4-6)
0.22
AGE_PERCENTIL
0.19
MOST FREQUENT VALUES
-1.0
37
74.0%
-0.9386503067484663
2
4.0%
-0.9263803680981595
2
4.0%
-0.950920245398773
1
2.0%
-0.6073619631901841
1
2.0%
-0.4601226993865031
1
2.0%
-0.8773006134969326
1
2.0%
-0.558282208588957
1
2.0%
-0.8650306748466258
1
2.0%
-0.5337423312883436
1
2.0%
-0.8895705521472392
1
2.0%
-0.7423312883435582
1
2.0%
SMALLEST VALUES
-1.0
37
74.0%
-0.950920245398773
1
2.0%
-0.9386503067484663
2
4.0%
-0.9263803680981595
2
4.0%
-0.8895705521472392
1
2.0%
-0.8773006134969326
1
2.0%
-0.8650306748466258
1
2.0%
-0.7423312883435582
1
2.0%
-0.6073619631901841
1
2.0%
-0.558282208588957
1
2.0%
-0.5337423312883436
1
2.0%
-0.4601226993865031
1
2.0%
LARGEST VALUES
-0.4601226993865031
1
2.0%
-0.5337423312883436
1
2.0%
-0.558282208588957
1
2.0%
-0.6073619631901841
1
2.0%
-0.7423312883435582
1
2.0%
-0.8650306748466258
1
2.0%
-0.8773006134969326
1
2.0%
-0.8895705521472392
1
2.0%
-0.9263803680981595
2
4.0%
-0.9386503067484663
2
4.0%
-0.950920245398773
1
2.0%
-1.0
37
74.0%
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.99
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.94
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.92
RESPIRATORY_RATE_DIFF_REL (6-12)
0.72
HEART_RATE_DIFF (6-12)
0.50
HEART_RATE_DIFF_REL (6-12)
0.46
TEMPERATURE_DIFF_REL (6-12)
0.38
TEMPERATURE_DIFF (6-12)
0.37
OXYGEN_SATURATION_DIFF_REL (6-12)
0.25
RESPIRATORY_RATE_MEAN (6-12)
0.15
PATIENT_VISIT_IDENTIFIER
0.09
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
0.97
OXYGEN_SATURATION_DIFF (6-12)
0.92
NEUTROPHILES_MEAN (6-12)
0.33
UREA_MEAN (6-12)
0.33
LEUKOCYTES_MEAN (6-12)
0.33
BE_ARTERIAL_MEAN (6-12)
0.31
BE_VENOUS_MEAN (6-12)
0.30
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
HEART_RATE_DIFF (4-6)
0.17
TEMPERATURE_DIFF (4-6)
0.16
OXYGEN_SATURATION_DIFF (4-6)
0.16
TEMPERATURE_DIFF_REL (4-6)
0.16
OXYGEN_SATURATION_DIFF_REL (4-6)
0.16
RESPIRATORY_RATE_DIFF (4-6)
0.16
MOST FREQUENT VALUES
-1.0
41
63.1%
-0.8773006134969326
3
4.6%
-0.754601226993865
2
3.1%
-0.8282208588957055
2
3.1%
-0.6809815950920246
2
3.1%
-0.9141104294478528
1
1.5%
-0.9754601226993865
1
1.5%
-0.8895705521472392
1
1.5%
-0.1042944785276073
1
1.5%
-0.6932515337423313
1
1.5%
-0.07975460122699385
1
1.5%
-0.6196319018404908
1
1.5%
-0.6441717791411044
1
1.5%
-0.7177914110429449
1
1.5%
-0.04294478527607359
1
1.5%
SMALLEST VALUES
-1.0
41
63.1%
-0.9754601226993865
1
1.5%
-0.9141104294478528
1
1.5%
-0.8895705521472392
1
1.5%
-0.8773006134969326
3
4.6%
-0.852760736196319
1
1.5%
-0.8282208588957055
2
3.1%
-0.7791411042944785
1
1.5%
-0.754601226993865
2
3.1%
-0.7300613496932515
1
1.5%
-0.7177914110429449
1
1.5%
-0.6932515337423313
1
1.5%
-0.6809815950920246
2
3.1%
-0.6441717791411044
1
1.5%
-0.6196319018404908
1
1.5%
LARGEST VALUES
-0.04294478527607359
1
1.5%
-0.07975460122699385
1
1.5%
-0.1042944785276073
1
1.5%
-0.3619631901840491
1
1.5%
-0.5214723926380368
1
1.5%
-0.6196319018404908
1
1.5%
-0.6441717791411044
1
1.5%
-0.6809815950920246
2
3.1%
-0.6932515337423313
1
1.5%
-0.7177914110429449
1
1.5%
-0.7300613496932515
1
1.5%
-0.754601226993865
2
3.1%
-0.7791411042944785
1
1.5%
-0.8282208588957055
2
3.1%
-0.852760736196319
1
1.5%
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.98
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.84
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.82
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.80
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.78
HEART_RATE_DIFF (ABOVE_12)
0.71
TEMPERATURE_DIFF_REL (ABOVE_12)
0.67
TEMPERATURE_DIFF (ABOVE_12)
0.67
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.67
HEART_RATE_DIFF_REL (ABOVE_12)
0.64
BE_ARTERIAL_MEAN (ABOVE_12)
0.48
BE_VENOUS_MEAN (ABOVE_12)
0.44
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.43
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
0.15
OXYGEN_SATURATION_DIFF (6-12)
0.13
RESPIRATORY_RATE_DIFF (6-12)
0.13
AGE_PERCENTIL
0.12
HEART_RATE_DIFF (4-6)
0.11
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.11
TEMPERATURE_DIFF (4-6)
0.10
OXYGEN_SATURATION_DIFF (4-6)
0.10
TEMPERATURE_DIFF_REL (4-6)
0.10
OXYGEN_SATURATION_DIFF_REL (4-6)
0.10
RESPIRATORY_RATE_DIFF (4-6)
0.10
RESPIRATORY_RATE_DIFF_REL (4-6)
0.10
HEART_RATE_DIFF (2-4)
0.09
HEART_RATE_DIFF_REL (2-4)
0.09
MOST FREQUENT VALUES
-0.6319018404907976
5
6.5%
-0.6073619631901841
3
3.9%
-0.8773006134969326
3
3.9%
-0.50920245398773
3
3.9%
-0.558282208588957
3
3.9%
-0.2883435582822086
3
3.9%
-0.3987730061349694
2
2.6%
-0.5950920245398773
2
2.6%
-0.1042944785276073
2
2.6%
-0.5828220858895705
2
2.6%
-0.5705521472392638
2
2.6%
-0.411042944785276
2
2.6%
-0.1901840490797546
2
2.6%
0.4110429447852761
2
2.6%
-0.3619631901840491
2
2.6%
SMALLEST VALUES
-0.9631901840490797
1
1.3%
-0.8773006134969326
3
3.9%
-0.754601226993865
1
1.3%
-0.7423312883435582
1
1.3%
-0.705521472392638
1
1.3%
-0.6932515337423313
1
1.3%
-0.6441717791411044
1
1.3%
-0.6319018404907976
5
6.5%
-0.6073619631901841
3
3.9%
-0.5950920245398773
2
2.6%
-0.5828220858895705
2
2.6%
-0.5705521472392638
2
2.6%
-0.558282208588957
3
3.9%
-0.5337423312883436
1
1.3%
-0.50920245398773
3
3.9%
LARGEST VALUES
0.803680981595092
1
1.3%
0.50920245398773
1
1.3%
0.4723926380368098
1
1.3%
0.4233128834355828
1
1.3%
0.4110429447852761
2
2.6%
0.3619631901840492
1
1.3%
0.3374233128834356
1
1.3%
0.325153374233129
1
1.3%
0.2760736196319018
1
1.3%
0.2515337423312884
1
1.3%
0.2269938650306749
1
1.3%
0.1901840490797546
1
1.3%
0.165644171779141
1
1.3%
0.1533742331288344
1
1.3%
0.06748466257668717
1
1.3%
HEART_RATE_DIFF (0-2)
MISSING:
362
(94%)
TOP CATEGORIES
-1.0
23
100%
ALL
23
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HEART_RATE_DIFF (0-2)
PROVIDES INFORMATION ON...
HEART_RATE_DIFF_REL (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.88
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.88
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.88
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.88
OXYGEN_SATURATION_DIFF (0-2)
0.86
OXYGEN_SATURATION_DIFF_REL (0-2)
0.86
RESPIRATORY_RATE_DIFF (0-2)
0.84
TEMPERATURE_DIFF (0-2)
0.84
RESPIRATORY_RATE_DIFF_REL (0-2)
0.84
TEMPERATURE_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_MEAN (0-2)
0.55
BE_VENOUS_MEAN (0-2)
0.12
BE_ARTERIAL_MEAN (0-2)
0.10

THESE FEATURES
GIVE INFORMATION
ON HEART_RATE_DIFF (0-2):
HEART_RATE_DIFF_REL (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.95
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.95
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.95
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.95
RESPIRATORY_RATE_MEAN (0-2)
0.84
RESPIRATORY_RATE_DIFF (0-2)
0.81
TEMPERATURE_DIFF (0-2)
0.81
RESPIRATORY_RATE_DIFF_REL (0-2)
0.81
TEMPERATURE_DIFF_REL (0-2)
0.81
OXYGEN_SATURATION_DIFF (0-2)
0.75
OXYGEN_SATURATION_DIFF_REL (0-2)
0.75
BE_VENOUS_MEAN (0-2)
0.19
BE_ARTERIAL_MEAN (0-2)
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HEART_RATE_DIFF (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.30
LEUKOCYTES_MEAN (0-2)
0.27
NEUTROPHILES_MEAN (0-2)
0.26
UREA_MEAN (ABOVE_12)
0.12
NEUTROPHILES_MEAN (ABOVE_12)
0.12
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF (6-12)
0.11
HEART_RATE_DIFF (2-4)
MISSING:
348
(90%)
TOP CATEGORIES
-1.0
28
76%
-0.9541984732824428
3
8%
-0.9847328244274809
2
5%
-0.9083969465648855
2
5%
-0.633587786259542
1
3%
-0.9694656488549618
1
3%
ALL
37
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HEART_RATE_DIFF (2-4)
PROVIDES INFORMATION ON...
HEART_RATE_DIFF_REL (2-4)
0.96
OXYGEN_SATURATION_DIFF_REL (2-4)
0.91
OXYGEN_SATURATION_DIFF (2-4)
0.91
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.87
TEMPERATURE_DIFF_REL (2-4)
0.87
TEMPERATURE_DIFF (2-4)
0.87
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.87
RESPIRATORY_RATE_DIFF_REL (2-4)
0.84
RESPIRATORY_RATE_DIFF (2-4)
0.84
BE_VENOUS_MEAN (2-4)
0.26
BE_ARTERIAL_MEAN (2-4)
0.22
BE_ARTERIAL_MEAN (0-2)
0.03
OXYGEN_SATURATION_DIFF (4-6)
0.03
TEMPERATURE_DIFF (4-6)
0.03

THESE FEATURES
GIVE INFORMATION
ON HEART_RATE_DIFF (2-4):
HEART_RATE_DIFF_REL (2-4)
1.00
OXYGEN_SATURATION_DIFF_REL (2-4)
0.89
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.86
OXYGEN_SATURATION_DIFF (2-4)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.84
TEMPERATURE_DIFF_REL (2-4)
0.83
TEMPERATURE_DIFF (2-4)
0.82
RESPIRATORY_RATE_DIFF_REL (2-4)
0.68
RESPIRATORY_RATE_DIFF (2-4)
0.66
BE_VENOUS_MEAN (2-4)
0.25
BE_ARTERIAL_MEAN (2-4)
0.17
AGE_PERCENTIL
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.05
RESPIRATORY_RATE_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HEART_RATE_DIFF (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.95
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.95
RESPIRATORY_RATE_MEAN (2-4)
0.86
UREA_MEAN (2-4)
0.46
LEUKOCYTES_MEAN (2-4)
0.46
NEUTROPHILES_MEAN (2-4)
0.46
UREA_MEAN (ABOVE_12)
0.16
NEUTROPHILES_MEAN (ABOVE_12)
0.16
BE_VENOUS_MEAN (ABOVE_12)
0.16
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.16
LEUKOCYTES_MEAN (ABOVE_12)
0.16
BE_ARTERIAL_MEAN (ABOVE_12)
0.16
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
HEART_RATE_DIFF (4-6)
MISSING:
335
(87%)
TOP CATEGORIES
-1.0
39
78%
-0.9236641221374046
3
6%
-0.8778625954198473
2
4%
-0.9847328244274809
1
2%
-0.816793893129771
1
2%
-0.7099236641221374
1
2%
-0.7709923664122138
1
2%
-0.9083969465648855
1
2%
-0.6030534351145038
1
2%
ALL
50
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HEART_RATE_DIFF (4-6)
PROVIDES INFORMATION ON...
TEMPERATURE_DIFF (4-6)
0.96
TEMPERATURE_DIFF_REL (4-6)
0.96
RESPIRATORY_RATE_DIFF (4-6)
0.92
RESPIRATORY_RATE_DIFF_REL (4-6)
0.92
OXYGEN_SATURATION_DIFF_REL (4-6)
0.91
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.91
OXYGEN_SATURATION_DIFF (4-6)
0.91
UREA_MEAN (4-6)
0.27
LEUKOCYTES_MEAN (4-6)
0.27
NEUTROPHILES_MEAN (4-6)
0.27
BE_ARTERIAL_MEAN (4-6)
0.26
BE_VENOUS_MEAN (4-6)
0.25
BE_ARTERIAL_MEAN (2-4)
0.04
ICU
0.04

THESE FEATURES
GIVE INFORMATION
ON HEART_RATE_DIFF (4-6):
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.93
TEMPERATURE_DIFF (4-6)
0.91
TEMPERATURE_DIFF_REL (4-6)
0.91
OXYGEN_SATURATION_DIFF_REL (4-6)
0.90
RESPIRATORY_RATE_DIFF_REL (4-6)
0.87
RESPIRATORY_RATE_DIFF (4-6)
0.86
OXYGEN_SATURATION_DIFF (4-6)
0.85
AGE_PERCENTIL
0.17
LEUKOCYTES_MEAN (4-6)
0.09
NEUTROPHILES_MEAN (4-6)
0.09
UREA_MEAN (4-6)
0.08
BE_ARTERIAL_MEAN (4-6)
0.07
BE_VENOUS_MEAN (4-6)
0.07
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HEART_RATE_DIFF (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
1.00
RESPIRATORY_RATE_MEAN (4-6)
0.84
UREA_MEAN (ABOVE_12)
0.19
NEUTROPHILES_MEAN (ABOVE_12)
0.19
BE_VENOUS_MEAN (ABOVE_12)
0.19
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.19
LEUKOCYTES_MEAN (ABOVE_12)
0.19
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
PATIENT_VISIT_IDENTIFIER
0.18
HEART_RATE_DIFF (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HEART_RATE_DIFF_REL (6-12)
0.97
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.58
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.55
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.54
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.50
RESPIRATORY_RATE_DIFF_REL (6-12)
0.44
TEMPERATURE_DIFF_REL (6-12)
0.40
TEMPERATURE_DIFF (6-12)
0.39
OXYGEN_SATURATION_DIFF_REL (6-12)
0.22
RESPIRATORY_RATE_MEAN (6-12)
0.02
PATIENT_VISIT_IDENTIFIER
-0.02
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
0.97
OXYGEN_SATURATION_DIFF (6-12)
0.95
UREA_MEAN (6-12)
0.37
NEUTROPHILES_MEAN (6-12)
0.37
LEUKOCYTES_MEAN (6-12)
0.37
BE_VENOUS_MEAN (6-12)
0.35
BE_ARTERIAL_MEAN (6-12)
0.35
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
HEART_RATE_DIFF (4-6)
0.17
TEMPERATURE_DIFF (4-6)
0.17
OXYGEN_SATURATION_DIFF (4-6)
0.17
TEMPERATURE_DIFF_REL (4-6)
0.17
OXYGEN_SATURATION_DIFF_REL (4-6)
0.17
RESPIRATORY_RATE_DIFF (4-6)
0.17
MOST FREQUENT VALUES
-1.0
37
56.9%
-0.9389312977099237
4
6.2%
-0.8625954198473282
3
4.6%
-0.8778625954198473
2
3.1%
-0.83206106870229
2
3.1%
-0.8931297709923665
2
3.1%
-0.9083969465648855
2
3.1%
-0.8015267175572519
2
3.1%
-0.7099236641221374
1
1.5%
-0.9694656488549618
1
1.5%
-0.9236641221374046
1
1.5%
-0.6641221374045801
1
1.5%
-0.9541984732824428
1
1.5%
-0.6946564885496183
1
1.5%
-0.8473282442748091
1
1.5%
SMALLEST VALUES
-1.0
37
56.9%
-0.9847328244274809
1
1.5%
-0.9694656488549618
1
1.5%
-0.9541984732824428
1
1.5%
-0.9389312977099237
4
6.2%
-0.9236641221374046
1
1.5%
-0.9083969465648855
2
3.1%
-0.8931297709923665
2
3.1%
-0.8778625954198473
2
3.1%
-0.8625954198473282
3
4.6%
-0.8473282442748091
1
1.5%
-0.83206106870229
2
3.1%
-0.8015267175572519
2
3.1%
-0.7099236641221374
1
1.5%
-0.6946564885496183
1
1.5%
LARGEST VALUES
-0.5419847328244275
1
1.5%
-0.6030534351145038
1
1.5%
-0.6488549618320612
1
1.5%
-0.6641221374045801
1
1.5%
-0.6946564885496183
1
1.5%
-0.7099236641221374
1
1.5%
-0.8015267175572519
2
3.1%
-0.83206106870229
2
3.1%
-0.8473282442748091
1
1.5%
-0.8625954198473282
3
4.6%
-0.8778625954198473
2
3.1%
-0.8931297709923665
2
3.1%
-0.9083969465648855
2
3.1%
-0.9236641221374046
1
1.5%
-0.9389312977099237
4
6.2%
HEART_RATE_DIFF (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HEART_RATE_DIFF_REL (ABOVE_12)
0.92
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.71
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.71
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.67
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.66
TEMPERATURE_DIFF_REL (ABOVE_12)
0.65
TEMPERATURE_DIFF (ABOVE_12)
0.65
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.63
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.61
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.60
BE_ARTERIAL_MEAN (ABOVE_12)
0.50
UREA_MEAN (ABOVE_12)
0.47
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.39
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.15
RESPIRATORY_RATE_DIFF (6-12)
0.14
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.12
HEART_RATE_DIFF (4-6)
0.12
OXYGEN_SATURATION_DIFF (4-6)
0.12
TEMPERATURE_DIFF (4-6)
0.12
TEMPERATURE_DIFF_REL (4-6)
0.12
OXYGEN_SATURATION_DIFF_REL (4-6)
0.12
RESPIRATORY_RATE_DIFF (4-6)
0.12
RESPIRATORY_RATE_DIFF_REL (4-6)
0.12
AGE_PERCENTIL
0.10
HEART_RATE_DIFF (2-4)
0.10
HEART_RATE_DIFF_REL (2-4)
0.10
BE_ARTERIAL_MEAN (2-4)
0.10
MOST FREQUENT VALUES
-0.5572519083969466
4
5.2%
-0.4809160305343512
4
5.2%
-0.4198473282442748
3
3.9%
-0.08396946564885499
3
3.9%
-0.3893129770992366
3
3.9%
-0.435114503816794
3
3.9%
0.114503816793893
3
3.9%
-0.5114503816793894
2
2.6%
-0.3740458015267176
2
2.6%
-0.5267175572519085
2
2.6%
-0.5419847328244275
2
2.6%
-0.4045801526717557
2
2.6%
-0.6183206106870229
2
2.6%
-0.3435114503816794
2
2.6%
-0.7404580152671756
2
2.6%
SMALLEST VALUES
-0.8015267175572519
1
1.3%
-0.7709923664122138
1
1.3%
-0.7404580152671756
2
2.6%
-0.7251908396946565
1
1.3%
-0.7099236641221374
2
2.6%
-0.6793893129770993
1
1.3%
-0.6641221374045801
1
1.3%
-0.633587786259542
1
1.3%
-0.6183206106870229
2
2.6%
-0.6030534351145038
1
1.3%
-0.5725190839694656
1
1.3%
-0.5572519083969466
4
5.2%
-0.5419847328244275
2
2.6%
-0.5267175572519085
2
2.6%
-0.5114503816793894
2
2.6%
LARGEST VALUES
0.7862595419847327
1
1.3%
0.5114503816793892
1
1.3%
0.3435114503816794
2
2.6%
0.2977099236641221
1
1.3%
0.282442748091603
1
1.3%
0.2519083969465647
1
1.3%
0.1908396946564885
1
1.3%
0.114503816793893
3
3.9%
0.0992366412213741
1
1.3%
0.08396946564885499
1
1.3%
-0.02290076335877866
1
1.3%
-0.05343511450381688
1
1.3%
-0.06870229007633588
1
1.3%
-0.08396946564885499
3
3.9%
-0.0992366412213741
2
2.6%
RESPIRATORY_RATE_DIFF (0-2)
MISSING:
363
(94%)
TOP CATEGORIES
-1.0
22
100%
ALL
22
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_DIFF (0-2)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF_REL (0-2)
1.00
TEMPERATURE_DIFF (0-2)
0.87
TEMPERATURE_DIFF_REL (0-2)
0.87
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.82
HEART_RATE_DIFF (0-2)
0.81
HEART_RATE_DIFF_REL (0-2)
0.81
OXYGEN_SATURATION_DIFF (0-2)
0.77
OXYGEN_SATURATION_DIFF_REL (0-2)
0.77
RESPIRATORY_RATE_MEAN (0-2)
0.64
BE_VENOUS_MEAN (0-2)
0.14
BE_ARTERIAL_MEAN (0-2)
0.13

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_DIFF (0-2):
RESPIRATORY_RATE_MEAN (0-2)
1.00
RESPIRATORY_RATE_DIFF_REL (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.92
TEMPERATURE_DIFF (0-2)
0.87
TEMPERATURE_DIFF_REL (0-2)
0.87
HEART_RATE_DIFF (0-2)
0.84
HEART_RATE_DIFF_REL (0-2)
0.84
OXYGEN_SATURATION_DIFF (0-2)
0.69
OXYGEN_SATURATION_DIFF_REL (0-2)
0.69
BE_VENOUS_MEAN (0-2)
0.23
BE_ARTERIAL_MEAN (0-2)
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.36
LEUKOCYTES_MEAN (0-2)
0.32
NEUTROPHILES_MEAN (0-2)
0.32
UREA_MEAN (ABOVE_12)
0.12
NEUTROPHILES_MEAN (ABOVE_12)
0.12
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF (6-12)
0.11
RESPIRATORY_RATE_DIFF (2-4)
MISSING:
355
(92%)
TOP CATEGORIES
-1.0
25
83%
-0.9411764705882353
2
7%
-0.8235294117647058
2
7%
-0.8823529411764706
1
3%
ALL
30
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_DIFF (2-4)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF_REL (2-4)
0.98
OXYGEN_SATURATION_DIFF_REL (2-4)
0.67
OXYGEN_SATURATION_DIFF (2-4)
0.67
HEART_RATE_DIFF_REL (2-4)
0.67
HEART_RATE_DIFF (2-4)
0.66
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.65
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.65
TEMPERATURE_DIFF_REL (2-4)
0.64
TEMPERATURE_DIFF (2-4)
0.63
BE_VENOUS_MEAN (2-4)
0.17
BE_ARTERIAL_MEAN (2-4)
0.13
BE_ARTERIAL_MEAN (0-2)
0.02
AGE_PERCENTIL
0.02
OXYGEN_SATURATION_DIFF (4-6)
0.02

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_DIFF (2-4):
RESPIRATORY_RATE_DIFF_REL (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.87
HEART_RATE_DIFF (2-4)
0.84
OXYGEN_SATURATION_DIFF_REL (2-4)
0.83
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.81
OXYGEN_SATURATION_DIFF (2-4)
0.79
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.79
TEMPERATURE_DIFF_REL (2-4)
0.76
TEMPERATURE_DIFF (2-4)
0.75
BE_VENOUS_MEAN (2-4)
0.21
AGE_PERCENTIL
0.18
BE_ARTERIAL_MEAN (2-4)
0.12
OXYGEN_SATURATION_DIFF (6-12)
0.05
RESPIRATORY_RATE_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (2-4)
CORRELATION RATIO WITH...
RESPIRATORY_RATE_MEAN (2-4)
0.94
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.88
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.88
UREA_MEAN (2-4)
0.35
NEUTROPHILES_MEAN (2-4)
0.32
LEUKOCYTES_MEAN (2-4)
0.32
UREA_MEAN (ABOVE_12)
0.14
NEUTROPHILES_MEAN (ABOVE_12)
0.14
BE_VENOUS_MEAN (ABOVE_12)
0.14
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.14
LEUKOCYTES_MEAN (ABOVE_12)
0.14
BE_ARTERIAL_MEAN (ABOVE_12)
0.14
TEMPERATURE_DIFF_REL (6-12)
0.14
TEMPERATURE_DIFF (6-12)
0.14
RESPIRATORY_RATE_DIFF (4-6)
MISSING:
338
(88%)
TOP CATEGORIES
-1.0
38
81%
-0.9411764705882353
2
4%
-0.8823529411764706
2
4%
-0.3529411764705882
1
2%
-0.7647058823529411
1
2%
-0.6470588235294118
1
2%
-0.5882352941176471
1
2%
-0.8235294117647058
1
2%
ALL
47
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_DIFF (4-6)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF_REL (4-6)
0.99
TEMPERATURE_DIFF (4-6)
0.87
TEMPERATURE_DIFF_REL (4-6)
0.87
HEART_RATE_DIFF (4-6)
0.86
OXYGEN_SATURATION_DIFF_REL (4-6)
0.83
OXYGEN_SATURATION_DIFF (4-6)
0.83
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.81
LEUKOCYTES_MEAN (4-6)
0.27
NEUTROPHILES_MEAN (4-6)
0.27
UREA_MEAN (4-6)
0.25
BE_ARTERIAL_MEAN (4-6)
0.25
BE_VENOUS_MEAN (4-6)
0.24
BE_ARTERIAL_MEAN (2-4)
0.04
BE_ARTERIAL_MEAN (0-2)
0.04

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_DIFF (4-6):
RESPIRATORY_RATE_DIFF_REL (4-6)
1.00
HEART_RATE_DIFF (4-6)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.89
TEMPERATURE_DIFF (4-6)
0.89
TEMPERATURE_DIFF_REL (4-6)
0.89
OXYGEN_SATURATION_DIFF_REL (4-6)
0.88
OXYGEN_SATURATION_DIFF (4-6)
0.83
AGE_PERCENTIL
0.15
LEUKOCYTES_MEAN (4-6)
0.09
NEUTROPHILES_MEAN (4-6)
0.09
UREA_MEAN (4-6)
0.08
BE_ARTERIAL_MEAN (4-6)
0.08
BE_VENOUS_MEAN (4-6)
0.07
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.96
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.96
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.96
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.96
RESPIRATORY_RATE_MEAN (4-6)
0.86
UREA_MEAN (ABOVE_12)
0.18
NEUTROPHILES_MEAN (ABOVE_12)
0.18
BE_VENOUS_MEAN (ABOVE_12)
0.18
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.18
LEUKOCYTES_MEAN (ABOVE_12)
0.18
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
OXYGEN_SATURATION_DIFF_REL (6-12)
0.17
RESPIRATORY_RATE_DIFF (6-12)
MISSING:
320
(83%)
TOP CATEGORIES
-1.0
41
63%
-0.7647058823529411
6
9%
-0.9411764705882353
4
6%
-0.7058823529411764
3
5%
-0.8823529411764706
3
5%
-0.8235294117647058
3
5%
-0.5294117647058824
2
3%
-0.3529411764705882
1
2%
-0.6470588235294118
1
2%
-0.5882352941176471
1
2%
ALL
65
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
PROVIDES INFORMATION ON...
OXYGEN_SATURATION_DIFF (6-12)
0.69
BE_ARTERIAL_MEAN (6-12)
0.55
NEUTROPHILES_MEAN (6-12)
0.55
UREA_MEAN (6-12)
0.55
LEUKOCYTES_MEAN (6-12)
0.53
BE_VENOUS_MEAN (6-12)
0.52
ICU
0.06
BE_ARTERIAL_MEAN (2-4)
0.06
BE_ARTERIAL_MEAN (0-2)
0.06
OXYGEN_SATURATION_DIFF (4-6)
0.05
TEMPERATURE_DIFF (4-6)
0.05
TEMPERATURE_DIFF_REL (4-6)
0.05
RESPIRATORY_RATE_DIFF (4-6)
0.05
HEART_RATE_DIFF (4-6)
0.05

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_DIFF (6-12):
OXYGEN_SATURATION_DIFF (6-12)
0.73
NEUTROPHILES_MEAN (6-12)
0.16
UREA_MEAN (6-12)
0.16
LEUKOCYTES_MEAN (6-12)
0.15
AGE_PERCENTIL
0.14
BE_ARTERIAL_MEAN (6-12)
0.14
BE_VENOUS_MEAN (6-12)
0.13
ICU
0.05
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.04
HEART_RATE_DIFF (4-6)
0.04
TEMPERATURE_DIFF (4-6)
0.04
OXYGEN_SATURATION_DIFF (4-6)
0.04
TEMPERATURE_DIFF_REL (4-6)
0.04
OXYGEN_SATURATION_DIFF_REL (4-6)
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
CORRELATION RATIO WITH...
RESPIRATORY_RATE_DIFF_REL (6-12)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.98
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.98
HEART_RATE_DIFF_REL (6-12)
0.98
HEART_RATE_DIFF (6-12)
0.97
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.97
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.97
TEMPERATURE_DIFF_REL (6-12)
0.94
TEMPERATURE_DIFF (6-12)
0.94
RESPIRATORY_RATE_MEAN (6-12)
0.94
OXYGEN_SATURATION_DIFF_REL (6-12)
0.91
UREA_MEAN (ABOVE_12)
0.22
NEUTROPHILES_MEAN (ABOVE_12)
0.22
BE_VENOUS_MEAN (ABOVE_12)
0.22
RESPIRATORY_RATE_DIFF (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.99
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.80
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.79
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.76
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.74
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.73
TEMPERATURE_DIFF_REL (ABOVE_12)
0.68
TEMPERATURE_DIFF (ABOVE_12)
0.68
HEART_RATE_DIFF (ABOVE_12)
0.63
HEART_RATE_DIFF_REL (ABOVE_12)
0.55
BE_ARTERIAL_MEAN (ABOVE_12)
0.55
BE_VENOUS_MEAN (ABOVE_12)
0.51
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.36
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
0.28
AGE_PERCENTIL
0.12
OXYGEN_SATURATION_DIFF (6-12)
0.09
RESPIRATORY_RATE_DIFF (6-12)
0.09
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.08
HEART_RATE_DIFF (4-6)
0.08
TEMPERATURE_DIFF (4-6)
0.07
OXYGEN_SATURATION_DIFF (4-6)
0.07
TEMPERATURE_DIFF_REL (4-6)
0.07
OXYGEN_SATURATION_DIFF_REL (4-6)
0.07
RESPIRATORY_RATE_DIFF (4-6)
0.07
RESPIRATORY_RATE_DIFF_REL (4-6)
0.07
BE_ARTERIAL_MEAN (2-4)
0.06
BE_VENOUS_MEAN (2-4)
0.06
MOST FREQUENT VALUES
-0.7647058823529411
10
13.0%
-0.5882352941176471
7
9.1%
-0.1764705882352942
5
6.5%
-0.6470588235294118
4
5.2%
-0.8235294117647058
4
5.2%
0.4117647058823528
4
5.2%
0.0
4
5.2%
-0.8823529411764706
3
3.9%
0.5294117647058822
3
3.9%
-0.5294117647058824
3
3.9%
-0.7058823529411764
3
3.9%
0.1764705882352942
2
2.6%
0.05882352941176472
2
2.6%
-0.3529411764705882
2
2.6%
0.6470588235294117
2
2.6%
SMALLEST VALUES
-1.0
1
1.3%
-0.9411764705882353
1
1.3%
-0.8823529411764706
3
3.9%
-0.8235294117647058
4
5.2%
-0.7647058823529411
10
13.0%
-0.7058823529411764
3
3.9%
-0.6470588235294118
4
5.2%
-0.5882352941176471
7
9.1%
-0.5294117647058824
3
3.9%
-0.4705882352941176
1
1.3%
-0.4117647058823529
2
2.6%
-0.3529411764705882
2
2.6%
-0.2941176470588236
1
1.3%
-0.2352941176470589
2
2.6%
-0.1764705882352942
5
6.5%
LARGEST VALUES
0.9411764705882353
1
1.3%
0.8235294117647058
1
1.3%
0.7647058823529411
2
2.6%
0.7058823529411764
1
1.3%
0.6470588235294117
2
2.6%
0.5294117647058822
3
3.9%
0.4117647058823528
4
5.2%
0.3529411764705883
1
1.3%
0.2941176470588236
2
2.6%
0.2352941176470589
1
1.3%
0.1764705882352942
2
2.6%
0.1176470588235294
1
1.3%
0.05882352941176472
2
2.6%
0.0
4
5.2%
-0.1176470588235294
1
1.3%
TEMPERATURE_DIFF (0-2)
MISSING:
363
(94%)
TOP CATEGORIES
-1.0
22
100%
ALL
22
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TEMPERATURE_DIFF (0-2)
PROVIDES INFORMATION ON...
TEMPERATURE_DIFF_REL (0-2)
1.00
RESPIRATORY_RATE_DIFF (0-2)
0.87
RESPIRATORY_RATE_DIFF_REL (0-2)
0.87
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.82
HEART_RATE_DIFF (0-2)
0.81
HEART_RATE_DIFF_REL (0-2)
0.81
OXYGEN_SATURATION_DIFF (0-2)
0.77
OXYGEN_SATURATION_DIFF_REL (0-2)
0.77
RESPIRATORY_RATE_MEAN (0-2)
0.57
BE_VENOUS_MEAN (0-2)
0.12
BE_ARTERIAL_MEAN (0-2)
0.11

THESE FEATURES
GIVE INFORMATION
ON TEMPERATURE_DIFF (0-2):
TEMPERATURE_DIFF_REL (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.92
RESPIRATORY_RATE_MEAN (0-2)
0.90
RESPIRATORY_RATE_DIFF (0-2)
0.87
RESPIRATORY_RATE_DIFF_REL (0-2)
0.87
HEART_RATE_DIFF (0-2)
0.84
HEART_RATE_DIFF_REL (0-2)
0.84
OXYGEN_SATURATION_DIFF (0-2)
0.69
OXYGEN_SATURATION_DIFF_REL (0-2)
0.69
BE_VENOUS_MEAN (0-2)
0.19
BE_ARTERIAL_MEAN (0-2)
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TEMPERATURE_DIFF (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.32
LEUKOCYTES_MEAN (0-2)
0.30
NEUTROPHILES_MEAN (0-2)
0.29
UREA_MEAN (ABOVE_12)
0.12
NEUTROPHILES_MEAN (ABOVE_12)
0.12
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF (6-12)
0.11
TEMPERATURE_DIFF (2-4)
MISSING:
353
(92%)
TOP CATEGORIES
-1.0
23
72%
-0.9047619047619051
2
6%
-0.9523809523809534
1
3%
-0.9761904761904758
1
3%
-0.666666666666667
1
3%
-0.9761904761904775
1
3%
-0.8333333333333344
1
3%
-0.6904761904761911
1
3%
-0.9285714285714293
1
3%
ALL
32
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TEMPERATURE_DIFF (2-4)
PROVIDES INFORMATION ON...
TEMPERATURE_DIFF_REL (2-4)
0.99
HEART_RATE_DIFF_REL (2-4)
0.83
HEART_RATE_DIFF (2-4)
0.82
OXYGEN_SATURATION_DIFF_REL (2-4)
0.82
OXYGEN_SATURATION_DIFF (2-4)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.78
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.78
RESPIRATORY_RATE_DIFF_REL (2-4)
0.76
RESPIRATORY_RATE_DIFF (2-4)
0.75
BE_VENOUS_MEAN (2-4)
0.22
BE_ARTERIAL_MEAN (2-4)
0.15
AGE_PERCENTIL
0.03
BE_ARTERIAL_MEAN (0-2)
0.03
ICU
0.02

THESE FEATURES
GIVE INFORMATION
ON TEMPERATURE_DIFF (2-4):
TEMPERATURE_DIFF_REL (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.91
HEART_RATE_DIFF (2-4)
0.87
OXYGEN_SATURATION_DIFF_REL (2-4)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.81
OXYGEN_SATURATION_DIFF (2-4)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.80
RESPIRATORY_RATE_DIFF_REL (2-4)
0.65
RESPIRATORY_RATE_DIFF (2-4)
0.63
BE_VENOUS_MEAN (2-4)
0.22
AGE_PERCENTIL
0.18
BE_ARTERIAL_MEAN (2-4)
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.04
RESPIRATORY_RATE_DIFF (6-12)
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TEMPERATURE_DIFF (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.89
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.89
RESPIRATORY_RATE_MEAN (2-4)
0.84
UREA_MEAN (2-4)
0.39
LEUKOCYTES_MEAN (2-4)
0.38
NEUTROPHILES_MEAN (2-4)
0.37
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.14
LEUKOCYTES_MEAN (ABOVE_12)
0.14
BE_ARTERIAL_MEAN (ABOVE_12)
0.14
TEMPERATURE_DIFF_REL (6-12)
0.14
TEMPERATURE_DIFF (6-12)
0.14
TEMPERATURE_DIFF (4-6)
MISSING:
337
(88%)
TOP CATEGORIES
-1.0
39
81%
-0.8571428571428568
2
4%
-0.7380952380952377
1
2%
-0.9047619047619051
1
2%
-0.9285714285714275
1
2%
-0.8571428571428585
1
2%
-0.8333333333333326
1
2%
-0.9523809523809517
1
2%
-0.8809523809523809
1
2%
ALL
48
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TEMPERATURE_DIFF (4-6)
PROVIDES INFORMATION ON...
TEMPERATURE_DIFF_REL (4-6)
1.00
HEART_RATE_DIFF (4-6)
0.91
RESPIRATORY_RATE_DIFF_REL (4-6)
0.89
RESPIRATORY_RATE_DIFF (4-6)
0.89
OXYGEN_SATURATION_DIFF_REL (4-6)
0.89
OXYGEN_SATURATION_DIFF (4-6)
0.88
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.83
UREA_MEAN (4-6)
0.30
LEUKOCYTES_MEAN (4-6)
0.30
NEUTROPHILES_MEAN (4-6)
0.30
BE_ARTERIAL_MEAN (4-6)
0.29
BE_VENOUS_MEAN (4-6)
0.28
BE_ARTERIAL_MEAN (2-4)
0.04
BE_ARTERIAL_MEAN (0-2)
0.04

THESE FEATURES
GIVE INFORMATION
ON TEMPERATURE_DIFF (4-6):
TEMPERATURE_DIFF_REL (4-6)
1.00
HEART_RATE_DIFF (4-6)
0.96
OXYGEN_SATURATION_DIFF_REL (4-6)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.90
RESPIRATORY_RATE_DIFF_REL (4-6)
0.88
OXYGEN_SATURATION_DIFF (4-6)
0.87
RESPIRATORY_RATE_DIFF (4-6)
0.87
AGE_PERCENTIL
0.15
LEUKOCYTES_MEAN (4-6)
0.10
NEUTROPHILES_MEAN (4-6)
0.10
UREA_MEAN (4-6)
0.10
BE_ARTERIAL_MEAN (4-6)
0.09
BE_VENOUS_MEAN (4-6)
0.08
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TEMPERATURE_DIFF (4-6)
CORRELATION RATIO WITH...
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.98
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.98
HEART_RATE_DIFF_REL (4-6)
0.98
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.98
RESPIRATORY_RATE_MEAN (4-6)
0.82
UREA_MEAN (ABOVE_12)
0.18
NEUTROPHILES_MEAN (ABOVE_12)
0.18
BE_VENOUS_MEAN (ABOVE_12)
0.18
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.18
LEUKOCYTES_MEAN (ABOVE_12)
0.18
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
OXYGEN_SATURATION_DIFF_REL (6-12)
0.17
TEMPERATURE_DIFF (6-12)
MISSING:
314
(82%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TEMPERATURE_DIFF_REL (6-12)
1.00
RESPIRATORY_RATE_DIFF_REL (6-12)
0.40
HEART_RATE_DIFF (6-12)
0.39
HEART_RATE_DIFF_REL (6-12)
0.37
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.37
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.37
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.34
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.34
RESPIRATORY_RATE_MEAN (6-12)
0.32
OXYGEN_SATURATION_DIFF_REL (6-12)
0.25
PATIENT_VISIT_IDENTIFIER
0.14
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.96
RESPIRATORY_RATE_DIFF (6-12)
0.94
UREA_MEAN (6-12)
0.35
NEUTROPHILES_MEAN (6-12)
0.35
LEUKOCYTES_MEAN (6-12)
0.34
BE_ARTERIAL_MEAN (6-12)
0.32
BE_VENOUS_MEAN (6-12)
0.32
HEART_RATE_DIFF (4-6)
0.18
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.18
TEMPERATURE_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
AGE_PERCENTIL
0.18
MOST FREQUENT VALUES
-1.0
35
49.3%
-0.785714285714286
6
8.5%
-0.7619047619047619
5
7.0%
-0.8571428571428568
4
5.6%
-0.9761904761904758
3
4.2%
-0.9047619047619051
3
4.2%
-0.8809523809523809
3
4.2%
-0.9285714285714275
2
2.8%
-0.7380952380952377
2
2.8%
-0.9523809523809534
2
2.8%
-0.6190476190476204
1
1.4%
-0.8333333333333326
1
1.4%
-0.4999999999999996
1
1.4%
-0.6428571428571428
1
1.4%
-0.6904761904761911
1
1.4%
SMALLEST VALUES
-1.0
35
49.3%
-0.9761904761904758
3
4.2%
-0.9523809523809534
2
2.8%
-0.9285714285714275
2
2.8%
-0.9047619047619051
3
4.2%
-0.8809523809523809
3
4.2%
-0.8571428571428568
4
5.6%
-0.8333333333333326
1
1.4%
-0.785714285714286
6
8.5%
-0.7619047619047619
5
7.0%
-0.7380952380952377
2
2.8%
-0.7142857142857135
1
1.4%
-0.6904761904761911
1
1.4%
-0.6428571428571428
1
1.4%
-0.6190476190476204
1
1.4%
LARGEST VALUES
-0.4999999999999996
1
1.4%
-0.6190476190476204
1
1.4%
-0.6428571428571428
1
1.4%
-0.6904761904761911
1
1.4%
-0.7142857142857135
1
1.4%
-0.7380952380952377
2
2.8%
-0.7619047619047619
5
7.0%
-0.785714285714286
6
8.5%
-0.8333333333333326
1
1.4%
-0.8571428571428568
4
5.6%
-0.8809523809523809
3
4.2%
-0.9047619047619051
3
4.2%
-0.9285714285714275
2
2.8%
-0.9523809523809534
2
2.8%
-0.9761904761904758
3
4.2%
TEMPERATURE_DIFF (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TEMPERATURE_DIFF_REL (ABOVE_12)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.70
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.69
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.69
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.68
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.67
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.65
HEART_RATE_DIFF (ABOVE_12)
0.65
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.61
HEART_RATE_DIFF_REL (ABOVE_12)
0.55
BE_ARTERIAL_MEAN (ABOVE_12)
0.42
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.37
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.37
UREA_MEAN (ABOVE_12)
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.19
RESPIRATORY_RATE_DIFF (6-12)
0.18
AGE_PERCENTIL
0.16
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.15
HEART_RATE_DIFF (4-6)
0.15
TEMPERATURE_DIFF (4-6)
0.15
OXYGEN_SATURATION_DIFF (4-6)
0.15
TEMPERATURE_DIFF_REL (4-6)
0.15
OXYGEN_SATURATION_DIFF_REL (4-6)
0.15
RESPIRATORY_RATE_DIFF_REL (4-6)
0.15
RESPIRATORY_RATE_DIFF (4-6)
0.15
BE_ARTERIAL_MEAN (2-4)
0.13
BE_VENOUS_MEAN (2-4)
0.13
HEART_RATE_DIFF (2-4)
0.13
MOST FREQUENT VALUES
-0.6428571428571428
5
6.5%
-0.3571428571428563
4
5.2%
-0.4523809523809512
3
3.9%
-0.5952380952380945
3
3.9%
-0.1666666666666665
3
3.9%
-0.4285714285714288
3
3.9%
-0.4047619047619047
3
3.9%
-0.6190476190476186
3
3.9%
-0.5000000000000013
2
2.6%
-0.2380952380952372
2
2.6%
-0.6904761904761911
2
2.6%
-0.3095238095238098
2
2.6%
-0.09523809523809579
2
2.6%
-0.4761904761904754
2
2.6%
-0.3333333333333339
2
2.6%
SMALLEST VALUES
-0.8809523809523809
1
1.3%
-0.8333333333333326
1
1.3%
-0.7619047619047619
1
1.3%
-0.7380952380952395
1
1.3%
-0.7380952380952377
1
1.3%
-0.6904761904761911
2
2.6%
-0.666666666666667
2
2.6%
-0.6428571428571428
5
6.5%
-0.6190476190476204
1
1.3%
-0.6190476190476186
3
3.9%
-0.5952380952380945
3
3.9%
-0.5714285714285703
2
2.6%
-0.5476190476190479
1
1.3%
-0.5238095238095237
2
2.6%
-0.5000000000000013
2
2.6%
LARGEST VALUES
0.2142857142857149
1
1.3%
0.1904761904761907
1
1.3%
0.1666666666666665
1
1.3%
0.1428571428571423
1
1.3%
0.1190476190476182
1
1.3%
0.04761904761904745
1
1.3%
-0.02380952380952328
1
1.3%
-0.04761904761904745
1
1.3%
-0.07142857142857162
2
2.6%
-0.09523809523809401
1
1.3%
-0.09523809523809579
2
2.6%
-0.11904761904762
1
1.3%
-0.1428571428571423
1
1.3%
-0.142857142857144
1
1.3%
-0.1666666666666665
3
3.9%
OXYGEN_SATURATION_DIFF (0-2)
MISSING:
366
(95%)
TOP CATEGORIES
-1.0
19
100%
ALL
19
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OXYGEN_SATURATION_DIFF (0-2)
PROVIDES INFORMATION ON...
OXYGEN_SATURATION_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.75
HEART_RATE_DIFF_REL (0-2)
0.75
RESPIRATORY_RATE_DIFF (0-2)
0.69
TEMPERATURE_DIFF (0-2)
0.69
RESPIRATORY_RATE_DIFF_REL (0-2)
0.69
TEMPERATURE_DIFF_REL (0-2)
0.69
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.68
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.68
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.68
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.68
RESPIRATORY_RATE_MEAN (0-2)
0.49
BE_VENOUS_MEAN (0-2)
0.10
BE_ARTERIAL_MEAN (0-2)
0.08

THESE FEATURES
GIVE INFORMATION
ON OXYGEN_SATURATION_DIFF (0-2):
OXYGEN_SATURATION_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.86
HEART_RATE_DIFF_REL (0-2)
0.86
RESPIRATORY_RATE_MEAN (0-2)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.84
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.84
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.84
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_DIFF (0-2)
0.77
TEMPERATURE_DIFF (0-2)
0.77
RESPIRATORY_RATE_DIFF_REL (0-2)
0.77
TEMPERATURE_DIFF_REL (0-2)
0.77
BE_VENOUS_MEAN (0-2)
0.19
BE_ARTERIAL_MEAN (0-2)
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.26
LEUKOCYTES_MEAN (0-2)
0.21
NEUTROPHILES_MEAN (0-2)
0.21
UREA_MEAN (ABOVE_12)
0.11
NEUTROPHILES_MEAN (ABOVE_12)
0.11
BE_VENOUS_MEAN (ABOVE_12)
0.11
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.11
LEUKOCYTES_MEAN (ABOVE_12)
0.11
BE_ARTERIAL_MEAN (ABOVE_12)
0.11
TEMPERATURE_DIFF_REL (6-12)
0.11
TEMPERATURE_DIFF (6-12)
0.11
OXYGEN_SATURATION_DIFF_REL (6-12)
0.10
HEART_RATE_DIFF_REL (6-12)
0.10
HEART_RATE_DIFF (6-12)
0.10
OXYGEN_SATURATION_DIFF (2-4)
MISSING:
350
(91%)
TOP CATEGORIES
-1.0
27
77%
-0.9595959595959596
3
9%
-0.9797979797979798
2
6%
-0.9393939393939394
2
6%
-0.8585858585858586
1
3%
ALL
35
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OXYGEN_SATURATION_DIFF (2-4)
PROVIDES INFORMATION ON...
OXYGEN_SATURATION_DIFF_REL (2-4)
0.96
HEART_RATE_DIFF_REL (2-4)
0.86
HEART_RATE_DIFF (2-4)
0.85
TEMPERATURE_DIFF_REL (2-4)
0.81
TEMPERATURE_DIFF (2-4)
0.81
RESPIRATORY_RATE_DIFF (2-4)
0.79
RESPIRATORY_RATE_DIFF_REL (2-4)
0.79
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.77
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.76
BE_VENOUS_MEAN (2-4)
0.24
BE_ARTERIAL_MEAN (2-4)
0.19
BE_ARTERIAL_MEAN (0-2)
0.03
OXYGEN_SATURATION_DIFF (4-6)
0.03
TEMPERATURE_DIFF (4-6)
0.03

THESE FEATURES
GIVE INFORMATION
ON OXYGEN_SATURATION_DIFF (2-4):
OXYGEN_SATURATION_DIFF_REL (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.95
HEART_RATE_DIFF (2-4)
0.91
TEMPERATURE_DIFF_REL (2-4)
0.82
TEMPERATURE_DIFF (2-4)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.79
RESPIRATORY_RATE_DIFF_REL (2-4)
0.68
RESPIRATORY_RATE_DIFF (2-4)
0.67
BE_VENOUS_MEAN (2-4)
0.25
BE_ARTERIAL_MEAN (2-4)
0.16
AGE_PERCENTIL
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.05
RESPIRATORY_RATE_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.91
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.91
RESPIRATORY_RATE_MEAN (2-4)
0.84
UREA_MEAN (2-4)
0.43
NEUTROPHILES_MEAN (2-4)
0.41
LEUKOCYTES_MEAN (2-4)
0.40
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.15
LEUKOCYTES_MEAN (ABOVE_12)
0.15
BE_ARTERIAL_MEAN (ABOVE_12)
0.15
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
OXYGEN_SATURATION_DIFF (4-6)
MISSING:
337
(88%)
TOP CATEGORIES
-1.0
37
77%
-0.9595959595959596
5
10%
-0.9797979797979798
3
6%
-0.9393939393939394
2
4%
-0.898989898989899
1
2%
ALL
48
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OXYGEN_SATURATION_DIFF (4-6)
PROVIDES INFORMATION ON...
OXYGEN_SATURATION_DIFF_REL (4-6)
0.95
TEMPERATURE_DIFF (4-6)
0.87
TEMPERATURE_DIFF_REL (4-6)
0.87
HEART_RATE_DIFF (4-6)
0.85
RESPIRATORY_RATE_DIFF_REL (4-6)
0.84
RESPIRATORY_RATE_DIFF (4-6)
0.83
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.82
UREA_MEAN (4-6)
0.26
LEUKOCYTES_MEAN (4-6)
0.26
NEUTROPHILES_MEAN (4-6)
0.26
BE_ARTERIAL_MEAN (4-6)
0.25
BE_VENOUS_MEAN (4-6)
0.23
BE_ARTERIAL_MEAN (2-4)
0.04
BE_ARTERIAL_MEAN (0-2)
0.04

THESE FEATURES
GIVE INFORMATION
ON OXYGEN_SATURATION_DIFF (4-6):
OXYGEN_SATURATION_DIFF_REL (4-6)
1.00
HEART_RATE_DIFF (4-6)
0.91
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.89
TEMPERATURE_DIFF (4-6)
0.88
TEMPERATURE_DIFF_REL (4-6)
0.88
RESPIRATORY_RATE_DIFF_REL (4-6)
0.84
RESPIRATORY_RATE_DIFF (4-6)
0.83
AGE_PERCENTIL
0.13
LEUKOCYTES_MEAN (4-6)
0.09
NEUTROPHILES_MEAN (4-6)
0.09
UREA_MEAN (4-6)
0.08
BE_ARTERIAL_MEAN (4-6)
0.08
BE_VENOUS_MEAN (4-6)
0.07
OXYGEN_SATURATION_DIFF (6-12)
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.97
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.97
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.97
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.97
RESPIRATORY_RATE_MEAN (4-6)
0.79
UREA_MEAN (ABOVE_12)
0.18
NEUTROPHILES_MEAN (ABOVE_12)
0.18
BE_VENOUS_MEAN (ABOVE_12)
0.18
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.18
LEUKOCYTES_MEAN (ABOVE_12)
0.18
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
OXYGEN_SATURATION_DIFF_REL (6-12)
0.17
OXYGEN_SATURATION_DIFF (6-12)
MISSING:
316
(82%)
TOP CATEGORIES
-1.0
41
59%
-0.9797979797979798
7
10%
-0.9393939393939394
7
10%
-0.9595959595959596
5
7%
-0.8787878787878788
2
3%
-0.898989898989899
2
3%
-0.8585858585858586
2
3%
0.595959595959596
1
1%
-0.4141414141414141
1
1%
-0.797979797979798
1
1%
ALL
69
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF (6-12)
0.73
BE_ARTERIAL_MEAN (6-12)
0.43
BE_VENOUS_MEAN (6-12)
0.43
NEUTROPHILES_MEAN (6-12)
0.42
LEUKOCYTES_MEAN (6-12)
0.41
UREA_MEAN (6-12)
0.39
BE_ARTERIAL_MEAN (2-4)
0.06
BE_ARTERIAL_MEAN (0-2)
0.06
OXYGEN_SATURATION_DIFF (4-6)
0.06
TEMPERATURE_DIFF (4-6)
0.05
TEMPERATURE_DIFF_REL (4-6)
0.05
RESPIRATORY_RATE_DIFF (4-6)
0.05
HEART_RATE_DIFF (4-6)
0.05
HEART_RATE_DIFF (0-2)
0.05

THESE FEATURES
GIVE INFORMATION
ON OXYGEN_SATURATION_DIFF (6-12):
RESPIRATORY_RATE_DIFF (6-12)
0.69
AGE_PERCENTIL
0.13
NEUTROPHILES_MEAN (6-12)
0.11
LEUKOCYTES_MEAN (6-12)
0.11
UREA_MEAN (6-12)
0.11
BE_ARTERIAL_MEAN (6-12)
0.10
BE_VENOUS_MEAN (6-12)
0.10
ICU
0.04
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.04
HEART_RATE_DIFF (4-6)
0.04
TEMPERATURE_DIFF (4-6)
0.04
OXYGEN_SATURATION_DIFF (4-6)
0.04
TEMPERATURE_DIFF_REL (4-6)
0.04
OXYGEN_SATURATION_DIFF_REL (4-6)
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
CORRELATION RATIO WITH...
OXYGEN_SATURATION_DIFF_REL (6-12)
1.00
TEMPERATURE_DIFF_REL (6-12)
0.96
TEMPERATURE_DIFF (6-12)
0.96
HEART_RATE_DIFF_REL (6-12)
0.95
HEART_RATE_DIFF (6-12)
0.95
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.93
RESPIRATORY_RATE_DIFF_REL (6-12)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.92
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.92
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.92
RESPIRATORY_RATE_MEAN (6-12)
0.88
UREA_MEAN (ABOVE_12)
0.23
NEUTROPHILES_MEAN (ABOVE_12)
0.23
BE_VENOUS_MEAN (ABOVE_12)
0.23
OXYGEN_SATURATION_DIFF (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.43
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.43
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.41
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.41
HEART_RATE_DIFF (ABOVE_12)
0.39
TEMPERATURE_DIFF (ABOVE_12)
0.37
TEMPERATURE_DIFF_REL (ABOVE_12)
0.37
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.36
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.36
HEART_RATE_DIFF_REL (ABOVE_12)
0.35
BE_ARTERIAL_MEAN (ABOVE_12)
0.26
BE_VENOUS_MEAN (ABOVE_12)
0.21
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.17
RESPIRATORY_RATE_DIFF (6-12)
0.17
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.14
HEART_RATE_DIFF (4-6)
0.14
OXYGEN_SATURATION_DIFF (4-6)
0.14
OXYGEN_SATURATION_DIFF_REL (4-6)
0.14
TEMPERATURE_DIFF (4-6)
0.14
TEMPERATURE_DIFF_REL (4-6)
0.14
RESPIRATORY_RATE_DIFF (4-6)
0.14
RESPIRATORY_RATE_DIFF_REL (4-6)
0.14
BE_ARTERIAL_MEAN (2-4)
0.12
BE_VENOUS_MEAN (2-4)
0.12
HEART_RATE_DIFF (2-4)
0.12
HEART_RATE_DIFF_REL (2-4)
0.12
MOST FREQUENT VALUES
-0.8787878787878788
15
19.5%
-0.898989898989899
7
9.1%
-0.8585858585858586
7
9.1%
-0.797979797979798
7
9.1%
-0.9191919191919192
6
7.8%
-0.8181818181818181
6
7.8%
-0.8383838383838383
4
5.2%
-0.7777777777777778
3
3.9%
-0.9393939393939394
3
3.9%
0.8383838383838385
3
3.9%
-0.6767676767676767
2
2.6%
-0.1717171717171716
1
1.3%
1.0
1
1.3%
0.5555555555555556
1
1.3%
-0.7373737373737373
1
1.3%
SMALLEST VALUES
-0.9797979797979798
1
1.3%
-0.9393939393939394
3
3.9%
-0.9191919191919192
6
7.8%
-0.898989898989899
7
9.1%
-0.8787878787878788
15
19.5%
-0.8585858585858586
7
9.1%
-0.8383838383838383
4
5.2%
-0.8181818181818181
6
7.8%
-0.797979797979798
7
9.1%
-0.7777777777777778
3
3.9%
-0.7575757575757576
1
1.3%
-0.7373737373737373
1
1.3%
-0.7171717171717171
1
1.3%
-0.6767676767676767
2
2.6%
-0.6565656565656566
1
1.3%
LARGEST VALUES
1.0
1
1.3%
0.9191919191919193
1
1.3%
0.8787878787878789
1
1.3%
0.8585858585858588
1
1.3%
0.8383838383838385
3
3.9%
0.5555555555555556
1
1.3%
0.2686868686868686
1
1.3%
-0.1717171717171716
1
1.3%
-0.5151515151515151
1
1.3%
-0.5555555555555556
1
1.3%
-0.6565656565656566
1
1.3%
-0.6767676767676767
2
2.6%
-0.7171717171717171
1
1.3%
-0.7373737373737373
1
1.3%
-0.7575757575757576
1
1.3%
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
MISSING:
361
(94%)
TOP CATEGORIES
-1.0
23
96%
-0.890979883192732
1
4%
ALL
24
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
PROVIDES INFORMATION ON...
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.95
HEART_RATE_DIFF_REL (0-2)
0.95
RESPIRATORY_RATE_DIFF (0-2)
0.92
TEMPERATURE_DIFF (0-2)
0.92
RESPIRATORY_RATE_DIFF_REL (0-2)
0.92
TEMPERATURE_DIFF_REL (0-2)
0.92
OXYGEN_SATURATION_DIFF (0-2)
0.84
OXYGEN_SATURATION_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_MEAN (0-2)
0.61
BE_VENOUS_MEAN (0-2)
0.14
BE_ARTERIAL_MEAN (0-2)
0.13

THESE FEATURES
GIVE INFORMATION
ON BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2):
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.88
HEART_RATE_DIFF_REL (0-2)
0.88
RESPIRATORY_RATE_MEAN (0-2)
0.85
RESPIRATORY_RATE_DIFF (0-2)
0.82
TEMPERATURE_DIFF (0-2)
0.82
RESPIRATORY_RATE_DIFF_REL (0-2)
0.82
TEMPERATURE_DIFF_REL (0-2)
0.82
OXYGEN_SATURATION_DIFF (0-2)
0.68
OXYGEN_SATURATION_DIFF_REL (0-2)
0.68
BE_VENOUS_MEAN (0-2)
0.20
BE_ARTERIAL_MEAN (0-2)
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.35
LEUKOCYTES_MEAN (0-2)
0.31
NEUTROPHILES_MEAN (0-2)
0.31
UREA_MEAN (ABOVE_12)
0.13
NEUTROPHILES_MEAN (ABOVE_12)
0.13
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF (6-12)
0.12
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
MISSING:
351
(91%)
TOP CATEGORIES
-1.0
25
74%
-0.6897767332549941
1
3%
-0.9036789297658863
1
3%
-0.8608695652173913
1
3%
-0.8901601830663616
1
3%
-0.781959766385464
1
3%
-0.8043478260869565
1
3%
-0.6746143057503506
1
3%
-0.9457933370976849
1
3%
-0.9118187385180649
1
3%
ALL
34
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
PROVIDES INFORMATION ON...
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.87
HEART_RATE_DIFF (2-4)
0.86
TEMPERATURE_DIFF_REL (2-4)
0.82
RESPIRATORY_RATE_DIFF_REL (2-4)
0.82
TEMPERATURE_DIFF (2-4)
0.81
OXYGEN_SATURATION_DIFF_REL (2-4)
0.81
RESPIRATORY_RATE_DIFF (2-4)
0.81
OXYGEN_SATURATION_DIFF (2-4)
0.81
BE_VENOUS_MEAN (2-4)
0.26
BE_ARTERIAL_MEAN (2-4)
0.21
ICU
0.04
AGE_PERCENTIL
0.03
BE_ARTERIAL_MEAN (0-2)
0.03

THESE FEATURES
GIVE INFORMATION
ON BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4):
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.98
HEART_RATE_DIFF_REL (2-4)
0.91
HEART_RATE_DIFF (2-4)
0.87
OXYGEN_SATURATION_DIFF_REL (2-4)
0.81
TEMPERATURE_DIFF_REL (2-4)
0.79
TEMPERATURE_DIFF (2-4)
0.78
OXYGEN_SATURATION_DIFF (2-4)
0.77
RESPIRATORY_RATE_DIFF_REL (2-4)
0.67
RESPIRATORY_RATE_DIFF (2-4)
0.65
BE_VENOUS_MEAN (2-4)
0.26
AGE_PERCENTIL
0.19
BE_ARTERIAL_MEAN (2-4)
0.16
ICU
0.06
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
1.00
RESPIRATORY_RATE_MEAN (2-4)
0.87
UREA_MEAN (2-4)
0.45
LEUKOCYTES_MEAN (2-4)
0.42
NEUTROPHILES_MEAN (2-4)
0.42
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.15
LEUKOCYTES_MEAN (ABOVE_12)
0.15
BE_ARTERIAL_MEAN (ABOVE_12)
0.15
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
MISSING:
335
(87%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.88
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.83
HEART_RATE_DIFF_REL (4-6)
0.47
PATIENT_VISIT_IDENTIFIER
-0.19
RESPIRATORY_RATE_MEAN (4-6)
0.07
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
1.00
HEART_RATE_DIFF (4-6)
1.00
TEMPERATURE_DIFF (4-6)
0.98
TEMPERATURE_DIFF_REL (4-6)
0.98
OXYGEN_SATURATION_DIFF_REL (4-6)
0.97
OXYGEN_SATURATION_DIFF (4-6)
0.97
RESPIRATORY_RATE_DIFF_REL (4-6)
0.96
RESPIRATORY_RATE_DIFF (4-6)
0.96
LEUKOCYTES_MEAN (4-6)
0.30
NEUTROPHILES_MEAN (4-6)
0.30
UREA_MEAN (4-6)
0.30
BE_ARTERIAL_MEAN (4-6)
0.25
BE_VENOUS_MEAN (4-6)
0.25
AGE_PERCENTIL
0.19
MOST FREQUENT VALUES
-1.0
38
76.0%
-0.880256593014968
2
4.0%
-0.746583850931677
1
2.0%
-0.6086956521739131
1
2.0%
-0.8226768968456948
1
2.0%
-0.515527950310559
1
2.0%
-0.8535469107551488
1
2.0%
-0.9304347826086956
1
2.0%
-0.969309462915601
1
2.0%
-0.9773156899810964
1
2.0%
-0.9322416713721061
1
2.0%
-0.9021739130434783
1
2.0%
SMALLEST VALUES
-1.0
38
76.0%
-0.9773156899810964
1
2.0%
-0.969309462915601
1
2.0%
-0.9322416713721061
1
2.0%
-0.9304347826086956
1
2.0%
-0.9021739130434783
1
2.0%
-0.880256593014968
2
4.0%
-0.8535469107551488
1
2.0%
-0.8226768968456948
1
2.0%
-0.746583850931677
1
2.0%
-0.6086956521739131
1
2.0%
-0.515527950310559
1
2.0%
LARGEST VALUES
-0.515527950310559
1
2.0%
-0.6086956521739131
1
2.0%
-0.746583850931677
1
2.0%
-0.8226768968456948
1
2.0%
-0.8535469107551488
1
2.0%
-0.880256593014968
2
4.0%
-0.9021739130434783
1
2.0%
-0.9304347826086956
1
2.0%
-0.9322416713721061
1
2.0%
-0.969309462915601
1
2.0%
-0.9773156899810964
1
2.0%
-1.0
38
76.0%
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.99
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.94
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.92
RESPIRATORY_RATE_DIFF_REL (6-12)
0.68
HEART_RATE_DIFF (6-12)
0.58
HEART_RATE_DIFF_REL (6-12)
0.53
TEMPERATURE_DIFF_REL (6-12)
0.34
TEMPERATURE_DIFF (6-12)
0.34
OXYGEN_SATURATION_DIFF_REL (6-12)
0.27
PATIENT_VISIT_IDENTIFIER
0.12
RESPIRATORY_RATE_MEAN (6-12)
0.09
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
0.98
OXYGEN_SATURATION_DIFF (6-12)
0.93
NEUTROPHILES_MEAN (6-12)
0.36
UREA_MEAN (6-12)
0.36
LEUKOCYTES_MEAN (6-12)
0.36
BE_VENOUS_MEAN (6-12)
0.34
BE_ARTERIAL_MEAN (6-12)
0.34
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
HEART_RATE_DIFF (4-6)
0.17
TEMPERATURE_DIFF (4-6)
0.17
TEMPERATURE_DIFF_REL (4-6)
0.17
OXYGEN_SATURATION_DIFF (4-6)
0.17
OXYGEN_SATURATION_DIFF_REL (4-6)
0.17
RESPIRATORY_RATE_DIFF (4-6)
0.17
MOST FREQUENT VALUES
-1.0
41
63.1%
-0.9717978848413631
1
1.5%
-0.8034026465028355
1
1.5%
-0.9848771266540642
1
1.5%
-0.9304347826086956
1
1.5%
-0.7792642140468228
1
1.5%
-0.464159811985899
1
1.5%
-0.7648499693815064
1
1.5%
-0.6044330775788577
1
1.5%
-0.9860869565217392
1
1.5%
-0.8043478260869565
1
1.5%
-0.9867914144193726
1
1.5%
-0.8608695652173913
1
1.5%
-0.8772378516624041
1
1.5%
-0.7528604118993135
1
1.5%
SMALLEST VALUES
-1.0
41
63.1%
-0.9867914144193726
1
1.5%
-0.9860869565217392
1
1.5%
-0.9848771266540642
1
1.5%
-0.9717978848413631
1
1.5%
-0.9317988064791134
1
1.5%
-0.9304347826086956
1
1.5%
-0.9140664961636829
1
1.5%
-0.907928388746803
1
1.5%
-0.906832298136646
1
1.5%
-0.8772378516624041
1
1.5%
-0.8608695652173913
1
1.5%
-0.808695652173913
1
1.5%
-0.8043478260869565
1
1.5%
-0.8034026465028355
1
1.5%
LARGEST VALUES
-0.3754363694065376
1
1.5%
-0.4562155541947337
1
1.5%
-0.464159811985899
1
1.5%
-0.6044330775788577
1
1.5%
-0.6588628762541806
1
1.5%
-0.7018633540372672
1
1.5%
-0.7528604118993135
1
1.5%
-0.7648499693815064
1
1.5%
-0.7792642140468228
1
1.5%
-0.7998808814770697
1
1.5%
-0.8034026465028355
1
1.5%
-0.8043478260869565
1
1.5%
-0.808695652173913
1
1.5%
-0.8608695652173913
1
1.5%
-0.8772378516624041
1
1.5%
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.98
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.84
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.81
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.74
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.73
TEMPERATURE_DIFF_REL (ABOVE_12)
0.70
TEMPERATURE_DIFF (ABOVE_12)
0.70
HEART_RATE_DIFF (ABOVE_12)
0.67
HEART_RATE_DIFF_REL (ABOVE_12)
0.62
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.61
BE_ARTERIAL_MEAN (ABOVE_12)
0.60
BE_VENOUS_MEAN (ABOVE_12)
0.48
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.41
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.20
RESPIRATORY_RATE_DIFF (6-12)
0.19
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.16
HEART_RATE_DIFF (4-6)
0.16
TEMPERATURE_DIFF (4-6)
0.16
OXYGEN_SATURATION_DIFF (4-6)
0.16
TEMPERATURE_DIFF_REL (4-6)
0.16
OXYGEN_SATURATION_DIFF_REL (4-6)
0.16
RESPIRATORY_RATE_DIFF (4-6)
0.16
RESPIRATORY_RATE_DIFF_REL (4-6)
0.16
AGE_PERCENTIL
0.16
BE_ARTERIAL_MEAN (2-4)
0.14
BE_VENOUS_MEAN (2-4)
0.14
HEART_RATE_DIFF (2-4)
0.14
MOST FREQUENT VALUES
-0.7018633540372672
5
6.5%
-0.7391304347826086
3
3.9%
-0.5527950310559007
3
3.9%
-0.6086956521739131
3
3.9%
-0.6521739130434783
3
3.9%
-0.4782608695652174
2
2.6%
-0.3888198757763975
2
2.6%
-0.8360248447204969
2
2.6%
-0.463768115942029
2
2.6%
-0.5434782608695652
2
2.6%
-0.6124223602484472
2
2.6%
-0.568695652173913
1
1.3%
-0.3630717108977979
1
1.3%
-0.03105590062111796
1
1.3%
-0.8840579710144928
1
1.3%
SMALLEST VALUES
-0.8840579710144928
1
1.3%
-0.8695652173913043
1
1.3%
-0.8360248447204969
2
2.6%
-0.7913043478260869
1
1.3%
-0.7586512866015972
1
1.3%
-0.7391304347826086
3
3.9%
-0.7018633540372672
5
6.5%
-0.6985507246376812
1
1.3%
-0.6975425330812854
1
1.3%
-0.6897767332549941
1
1.3%
-0.6739130434782609
1
1.3%
-0.6720496894409937
1
1.3%
-0.6521739130434783
3
3.9%
-0.6472749540722597
1
1.3%
-0.6289855072463768
1
1.3%
LARGEST VALUES
0.4071146245059287
1
1.3%
0.3156899810964082
1
1.3%
0.2228260869565217
1
1.3%
0.1304347826086956
1
1.3%
0.02766798418972338
1
1.3%
-0.02073578595317727
1
1.3%
-0.03105590062111796
1
1.3%
-0.1416549789621319
1
1.3%
-0.1423466349017273
1
1.3%
-0.1652173913043478
1
1.3%
-0.2546583850931677
1
1.3%
-0.2615384615384615
1
1.3%
-0.2648221343873518
1
1.3%
-0.308695652173913
1
1.3%
-0.3092467850581752
1
1.3%
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
MISSING:
361
(94%)
TOP CATEGORIES
-1.0
23
96%
-0.8415122221538083
1
4%
ALL
24
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
PROVIDES INFORMATION ON...
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.95
HEART_RATE_DIFF_REL (0-2)
0.95
RESPIRATORY_RATE_DIFF (0-2)
0.92
TEMPERATURE_DIFF (0-2)
0.92
RESPIRATORY_RATE_DIFF_REL (0-2)
0.92
TEMPERATURE_DIFF_REL (0-2)
0.92
OXYGEN_SATURATION_DIFF (0-2)
0.84
OXYGEN_SATURATION_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_MEAN (0-2)
0.61
BE_VENOUS_MEAN (0-2)
0.14
BE_ARTERIAL_MEAN (0-2)
0.13

THESE FEATURES
GIVE INFORMATION
ON BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2):
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.88
HEART_RATE_DIFF_REL (0-2)
0.88
RESPIRATORY_RATE_MEAN (0-2)
0.85
RESPIRATORY_RATE_DIFF (0-2)
0.82
TEMPERATURE_DIFF (0-2)
0.82
RESPIRATORY_RATE_DIFF_REL (0-2)
0.82
TEMPERATURE_DIFF_REL (0-2)
0.82
OXYGEN_SATURATION_DIFF (0-2)
0.68
OXYGEN_SATURATION_DIFF_REL (0-2)
0.68
BE_VENOUS_MEAN (0-2)
0.20
BE_ARTERIAL_MEAN (0-2)
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.35
LEUKOCYTES_MEAN (0-2)
0.31
NEUTROPHILES_MEAN (0-2)
0.31
UREA_MEAN (ABOVE_12)
0.13
NEUTROPHILES_MEAN (ABOVE_12)
0.13
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF_REL (6-12)
0.12
HEART_RATE_DIFF (6-12)
0.12
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
MISSING:
351
(91%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.99
RESPIRATORY_RATE_MEAN (2-4)
0.33
NEUTROPHILES_MEAN (2-4)
0.12
LEUKOCYTES_MEAN (2-4)
0.07
UREA_MEAN (2-4)
-0.06
PATIENT_VISIT_IDENTIFIER
0.02
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.95
HEART_RATE_DIFF (2-4)
0.95
OXYGEN_SATURATION_DIFF_REL (2-4)
0.91
OXYGEN_SATURATION_DIFF (2-4)
0.91
TEMPERATURE_DIFF_REL (2-4)
0.89
TEMPERATURE_DIFF (2-4)
0.89
RESPIRATORY_RATE_DIFF_REL (2-4)
0.88
RESPIRATORY_RATE_DIFF (2-4)
0.88
BE_VENOUS_MEAN (2-4)
0.46
BE_ARTERIAL_MEAN (2-4)
0.38
AGE_PERCENTIL
0.16
OXYGEN_SATURATION_DIFF (6-12)
0.14
MOST FREQUENT VALUES
-1.0
24
70.6%
-0.7482452994518162
1
2.9%
-0.9133533904188845
1
2.9%
-0.3995262534544018
1
2.9%
-0.8791946308724832
1
2.9%
-0.7144600366076876
1
2.9%
-0.6770996675657028
1
2.9%
-0.8361248905748468
1
2.9%
-0.798979865771812
1
2.9%
-0.9312919463087248
1
2.9%
-0.8577274746860604
1
2.9%
SMALLEST VALUES
-1.0
24
70.6%
-0.9312919463087248
1
2.9%
-0.9133533904188845
1
2.9%
-0.8791946308724832
1
2.9%
-0.8577274746860604
1
2.9%
-0.8361248905748468
1
2.9%
-0.798979865771812
1
2.9%
-0.7482452994518162
1
2.9%
-0.7144600366076876
1
2.9%
-0.6770996675657028
1
2.9%
-0.3995262534544018
1
2.9%
LARGEST VALUES
-0.3995262534544018
1
2.9%
-0.6770996675657028
1
2.9%
-0.7144600366076876
1
2.9%
-0.7482452994518162
1
2.9%
-0.798979865771812
1
2.9%
-0.8361248905748468
1
2.9%
-0.8577274746860604
1
2.9%
-0.8791946308724832
1
2.9%
-0.9133533904188845
1
2.9%
-0.9312919463087248
1
2.9%
-1.0
24
70.6%
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
MISSING:
335
(87%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.98
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.88
HEART_RATE_DIFF_REL (4-6)
0.52
PATIENT_VISIT_IDENTIFIER
-0.15
RESPIRATORY_RATE_MEAN (4-6)
0.08
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
1.00
HEART_RATE_DIFF (4-6)
1.00
TEMPERATURE_DIFF (4-6)
0.98
TEMPERATURE_DIFF_REL (4-6)
0.98
OXYGEN_SATURATION_DIFF_REL (4-6)
0.97
OXYGEN_SATURATION_DIFF (4-6)
0.97
RESPIRATORY_RATE_DIFF_REL (4-6)
0.96
RESPIRATORY_RATE_DIFF (4-6)
0.96
LEUKOCYTES_MEAN (4-6)
0.27
NEUTROPHILES_MEAN (4-6)
0.27
UREA_MEAN (4-6)
0.27
BE_ARTERIAL_MEAN (4-6)
0.24
BE_VENOUS_MEAN (4-6)
0.23
AGE_PERCENTIL
0.19
MOST FREQUENT VALUES
-1.0
37
74.0%
-0.9535363964894166
1
2.0%
-0.9182046979865772
1
2.0%
-0.9476510067114094
1
2.0%
-0.883188196794054
1
2.0%
-0.5947174713141372
1
2.0%
-0.5133755553454957
1
2.0%
-0.8766059443911793
1
2.0%
-0.3513276918587686
1
2.0%
-0.9384129490722464
1
2.0%
-0.883668903803132
1
2.0%
-0.7263081678687794
1
2.0%
-0.5932596204915261
1
2.0%
-0.9214765100671141
1
2.0%
SMALLEST VALUES
-1.0
37
74.0%
-0.9535363964894166
1
2.0%
-0.9476510067114094
1
2.0%
-0.9384129490722464
1
2.0%
-0.9214765100671141
1
2.0%
-0.9182046979865772
1
2.0%
-0.883668903803132
1
2.0%
-0.883188196794054
1
2.0%
-0.8766059443911793
1
2.0%
-0.7263081678687794
1
2.0%
-0.5947174713141372
1
2.0%
-0.5932596204915261
1
2.0%
-0.5133755553454957
1
2.0%
-0.3513276918587686
1
2.0%
LARGEST VALUES
-0.3513276918587686
1
2.0%
-0.5133755553454957
1
2.0%
-0.5932596204915261
1
2.0%
-0.5947174713141372
1
2.0%
-0.7263081678687794
1
2.0%
-0.8766059443911793
1
2.0%
-0.883188196794054
1
2.0%
-0.883668903803132
1
2.0%
-0.9182046979865772
1
2.0%
-0.9214765100671141
1
2.0%
-0.9384129490722464
1
2.0%
-0.9476510067114094
1
2.0%
-0.9535363964894166
1
2.0%
-1.0
37
74.0%
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.99
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.94
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.94
RESPIRATORY_RATE_DIFF_REL (6-12)
0.74
HEART_RATE_DIFF (6-12)
0.55
HEART_RATE_DIFF_REL (6-12)
0.51
TEMPERATURE_DIFF_REL (6-12)
0.38
TEMPERATURE_DIFF (6-12)
0.37
OXYGEN_SATURATION_DIFF_REL (6-12)
0.28
RESPIRATORY_RATE_MEAN (6-12)
0.12
PATIENT_VISIT_IDENTIFIER
0.08
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
0.97
OXYGEN_SATURATION_DIFF (6-12)
0.92
NEUTROPHILES_MEAN (6-12)
0.33
UREA_MEAN (6-12)
0.33
LEUKOCYTES_MEAN (6-12)
0.33
BE_ARTERIAL_MEAN (6-12)
0.31
BE_VENOUS_MEAN (6-12)
0.31
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
HEART_RATE_DIFF (4-6)
0.17
TEMPERATURE_DIFF (4-6)
0.16
OXYGEN_SATURATION_DIFF (4-6)
0.16
TEMPERATURE_DIFF_REL (4-6)
0.16
OXYGEN_SATURATION_DIFF_REL (4-6)
0.16
RESPIRATORY_RATE_DIFF (4-6)
0.16
MOST FREQUENT VALUES
-1.0
41
63.1%
-0.7791526845637584
1
1.5%
-0.6952819793649203
1
1.5%
-0.1339320963284641
1
1.5%
-0.8429530201342281
1
1.5%
-0.6523387468620319
1
1.5%
-0.8691275167785235
1
1.5%
-0.3518696069031639
1
1.5%
-0.796420581655481
1
1.5%
-0.6369768304610299
1
1.5%
-0.7991259559856407
1
1.5%
-0.5020461614012113
1
1.5%
-0.8311322797142239
1
1.5%
-0.1312294730829643
1
1.5%
-0.7951561132185585
1
1.5%
SMALLEST VALUES
-1.0
41
63.1%
-0.9724478982691629
1
1.5%
-0.8972589851345418
1
1.5%
-0.8964525407478428
1
1.5%
-0.8691275167785235
1
1.5%
-0.8572300183038438
1
1.5%
-0.8429530201342281
1
1.5%
-0.8311322797142239
1
1.5%
-0.825503355704698
1
1.5%
-0.7991259559856407
1
1.5%
-0.796420581655481
1
1.5%
-0.7951561132185585
1
1.5%
-0.7791526845637584
1
1.5%
-0.7208053691275167
1
1.5%
-0.6952819793649203
1
1.5%
LARGEST VALUES
-0.09728901336997298
1
1.5%
-0.1312294730829643
1
1.5%
-0.1339320963284641
1
1.5%
-0.3518696069031639
1
1.5%
-0.5020461614012113
1
1.5%
-0.5637583892617448
1
1.5%
-0.5976482334017417
1
1.5%
-0.6369768304610299
1
1.5%
-0.6523387468620319
1
1.5%
-0.6834712033713126
1
1.5%
-0.6952819793649203
1
1.5%
-0.7208053691275167
1
1.5%
-0.7791526845637584
1
1.5%
-0.7951561132185585
1
1.5%
-0.796420581655481
1
1.5%
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.98
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.78
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.76
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.75
HEART_RATE_DIFF (ABOVE_12)
0.71
TEMPERATURE_DIFF_REL (ABOVE_12)
0.69
TEMPERATURE_DIFF (ABOVE_12)
0.69
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.65
HEART_RATE_DIFF_REL (ABOVE_12)
0.64
BE_ARTERIAL_MEAN (ABOVE_12)
0.45
BE_VENOUS_MEAN (ABOVE_12)
0.45
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.43
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
0.16
AGE_PERCENTIL
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.12
RESPIRATORY_RATE_DIFF (6-12)
0.12
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.10
HEART_RATE_DIFF (4-6)
0.10
TEMPERATURE_DIFF (4-6)
0.10
TEMPERATURE_DIFF_REL (4-6)
0.10
OXYGEN_SATURATION_DIFF (4-6)
0.10
OXYGEN_SATURATION_DIFF_REL (4-6)
0.10
RESPIRATORY_RATE_DIFF (4-6)
0.10
RESPIRATORY_RATE_DIFF_REL (4-6)
0.10
BE_ARTERIAL_MEAN (2-4)
0.08
BE_VENOUS_MEAN (2-4)
0.08
MOST FREQUENT VALUES
-0.6073825503355704
2
2.6%
-0.5003050640634532
2
2.6%
-0.3718120805369126
2
2.6%
-0.5716900549115314
2
2.6%
-0.09395973154362414
1
1.3%
-0.1942807119929967
1
1.3%
-0.5961649089165868
1
1.3%
-0.5300956507953283
1
1.3%
-0.330240821160679
1
1.3%
-0.3456375838926173
1
1.3%
-0.4464737594894927
1
1.3%
0.3959731543624161
1
1.3%
-0.5681208053691275
1
1.3%
-0.4906584436785778
1
1.3%
-0.633174937539803
1
1.3%
SMALLEST VALUES
-0.9571690054911531
1
1.3%
-0.8791946308724832
1
1.3%
-0.8691275167785235
1
1.3%
-0.8572300183038438
1
1.3%
-0.7256821312388265
1
1.3%
-0.6859060402684563
1
1.3%
-0.6832665952286955
1
1.3%
-0.6755227688723722
1
1.3%
-0.663470757430489
1
1.3%
-0.6375838926174495
1
1.3%
-0.633174937539803
1
1.3%
-0.6134228187919463
1
1.3%
-0.6073825503355704
2
2.6%
-0.5961649089165868
1
1.3%
-0.585967053081147
1
1.3%
LARGEST VALUES
0.9079261190304511
1
1.3%
0.6561317876754118
1
1.3%
0.4075579938177061
1
1.3%
0.3959731543624161
1
1.3%
0.3797698945349954
1
1.3%
0.3786566934781497
1
1.3%
0.3478835279818213
1
1.3%
0.3477912451166987
1
1.3%
0.3461169702780442
1
1.3%
0.3409395973154363
1
1.3%
0.2694630872483224
1
1.3%
0.2665079021433212
1
1.3%
0.2100341071625043
1
1.3%
0.2091227653382433
1
1.3%
0.2003590817766001
1
1.3%
HEART_RATE_DIFF_REL (0-2)
MISSING:
362
(94%)
TOP CATEGORIES
-1.0
23
100%
ALL
23
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HEART_RATE_DIFF_REL (0-2)
PROVIDES INFORMATION ON...
HEART_RATE_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.88
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.88
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.88
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.88
OXYGEN_SATURATION_DIFF (0-2)
0.86
OXYGEN_SATURATION_DIFF_REL (0-2)
0.86
RESPIRATORY_RATE_DIFF (0-2)
0.84
TEMPERATURE_DIFF (0-2)
0.84
RESPIRATORY_RATE_DIFF_REL (0-2)
0.84
TEMPERATURE_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_MEAN (0-2)
0.55
BE_VENOUS_MEAN (0-2)
0.12
BE_ARTERIAL_MEAN (0-2)
0.10

THESE FEATURES
GIVE INFORMATION
ON HEART_RATE_DIFF_REL (0-2):
HEART_RATE_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.95
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.95
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.95
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.95
RESPIRATORY_RATE_MEAN (0-2)
0.84
RESPIRATORY_RATE_DIFF (0-2)
0.81
TEMPERATURE_DIFF (0-2)
0.81
RESPIRATORY_RATE_DIFF_REL (0-2)
0.81
TEMPERATURE_DIFF_REL (0-2)
0.81
OXYGEN_SATURATION_DIFF (0-2)
0.75
OXYGEN_SATURATION_DIFF_REL (0-2)
0.75
BE_VENOUS_MEAN (0-2)
0.19
BE_ARTERIAL_MEAN (0-2)
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HEART_RATE_DIFF_REL (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.30
LEUKOCYTES_MEAN (0-2)
0.27
NEUTROPHILES_MEAN (0-2)
0.26
UREA_MEAN (ABOVE_12)
0.12
NEUTROPHILES_MEAN (ABOVE_12)
0.12
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF (6-12)
0.11
HEART_RATE_DIFF_REL (2-4)
MISSING:
348
(90%)
TOP CATEGORIES
-1.0
28
76%
-0.989821882951654
1
3%
-0.9318849089841457
1
3%
-0.6874719353390211
1
3%
-0.9631043256997456
1
3%
-0.9484176980656637
1
3%
-0.9571534104900271
1
3%
-0.9864809743021968
1
3%
-0.9796437659033079
1
3%
-0.8915718959339461
1
3%
ALL
37
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HEART_RATE_DIFF_REL (2-4)
PROVIDES INFORMATION ON...
HEART_RATE_DIFF (2-4)
1.00
OXYGEN_SATURATION_DIFF_REL (2-4)
0.95
OXYGEN_SATURATION_DIFF (2-4)
0.95
TEMPERATURE_DIFF_REL (2-4)
0.91
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.91
TEMPERATURE_DIFF (2-4)
0.91
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.91
RESPIRATORY_RATE_DIFF_REL (2-4)
0.88
RESPIRATORY_RATE_DIFF (2-4)
0.87
BE_VENOUS_MEAN (2-4)
0.28
BE_ARTERIAL_MEAN (2-4)
0.24
ICU
0.03
BE_ARTERIAL_MEAN (0-2)
0.03
AGE_PERCENTIL
0.03

THESE FEATURES
GIVE INFORMATION
ON HEART_RATE_DIFF_REL (2-4):
HEART_RATE_DIFF (2-4)
0.96
OXYGEN_SATURATION_DIFF_REL (2-4)
0.90
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.87
OXYGEN_SATURATION_DIFF (2-4)
0.86
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.85
TEMPERATURE_DIFF_REL (2-4)
0.84
TEMPERATURE_DIFF (2-4)
0.83
RESPIRATORY_RATE_DIFF_REL (2-4)
0.69
RESPIRATORY_RATE_DIFF (2-4)
0.67
BE_VENOUS_MEAN (2-4)
0.26
BE_ARTERIAL_MEAN (2-4)
0.18
AGE_PERCENTIL
0.17
OXYGEN_SATURATION_DIFF (6-12)
0.05
ICU
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HEART_RATE_DIFF_REL (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.95
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.95
RESPIRATORY_RATE_MEAN (2-4)
0.86
UREA_MEAN (2-4)
0.48
LEUKOCYTES_MEAN (2-4)
0.47
NEUTROPHILES_MEAN (2-4)
0.47
UREA_MEAN (ABOVE_12)
0.16
NEUTROPHILES_MEAN (ABOVE_12)
0.16
BE_VENOUS_MEAN (ABOVE_12)
0.16
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.16
LEUKOCYTES_MEAN (ABOVE_12)
0.16
BE_ARTERIAL_MEAN (ABOVE_12)
0.16
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
HEART_RATE_DIFF_REL (4-6)
MISSING:
335
(87%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.52
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.47
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.46
PATIENT_VISIT_IDENTIFIER
-0.19
RESPIRATORY_RATE_MEAN (4-6)
0.01
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
OXYGEN_SATURATION_DIFF_REL (6-12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (6-12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (6-12)
---
HEART_RATE_DIFF_REL (ABOVE_12)
---
HEART_RATE_DIFF_REL (6-12)
---
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HEART_RATE_DIFF (4-6)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
1.00
TEMPERATURE_DIFF (4-6)
0.98
TEMPERATURE_DIFF_REL (4-6)
0.98
OXYGEN_SATURATION_DIFF_REL (4-6)
0.98
OXYGEN_SATURATION_DIFF (4-6)
0.97
RESPIRATORY_RATE_DIFF_REL (4-6)
0.96
RESPIRATORY_RATE_DIFF (4-6)
0.96
LEUKOCYTES_MEAN (4-6)
0.32
NEUTROPHILES_MEAN (4-6)
0.32
UREA_MEAN (4-6)
0.32
BE_VENOUS_MEAN (4-6)
0.28
BE_ARTERIAL_MEAN (4-6)
0.27
AGE_PERCENTIL
0.19
MOST FREQUENT VALUES
-1.0
39
78.0%
-0.9176282620273389
1
2.0%
-0.9373100047287712
1
2.0%
-0.9291603053435115
1
2.0%
-0.9831334060341694
1
2.0%
-0.9521353414483186
1
2.0%
-0.7470010905125409
1
2.0%
-0.7786259541984732
1
2.0%
-0.8437359676695105
1
2.0%
-0.9568050642338485
1
2.0%
-0.7663273960983885
1
2.0%
-0.9285890174833785
1
2.0%
SMALLEST VALUES
-1.0
39
78.0%
-0.9831334060341694
1
2.0%
-0.9568050642338485
1
2.0%
-0.9521353414483186
1
2.0%
-0.9373100047287712
1
2.0%
-0.9291603053435115
1
2.0%
-0.9285890174833785
1
2.0%
-0.9176282620273389
1
2.0%
-0.8437359676695105
1
2.0%
-0.7786259541984732
1
2.0%
-0.7663273960983885
1
2.0%
-0.7470010905125409
1
2.0%
LARGEST VALUES
-0.7470010905125409
1
2.0%
-0.7663273960983885
1
2.0%
-0.7786259541984732
1
2.0%
-0.8437359676695105
1
2.0%
-0.9176282620273389
1
2.0%
-0.9285890174833785
1
2.0%
-0.9291603053435115
1
2.0%
-0.9373100047287712
1
2.0%
-0.9521353414483186
1
2.0%
-0.9568050642338485
1
2.0%
-0.9831334060341694
1
2.0%
-1.0
39
78.0%
HEART_RATE_DIFF_REL (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HEART_RATE_DIFF (6-12)
0.97
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.53
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.51
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.50
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.46
RESPIRATORY_RATE_DIFF_REL (6-12)
0.41
TEMPERATURE_DIFF_REL (6-12)
0.38
TEMPERATURE_DIFF (6-12)
0.37
OXYGEN_SATURATION_DIFF_REL (6-12)
0.19
PATIENT_VISIT_IDENTIFIER
0.01
RESPIRATORY_RATE_MEAN (6-12)
-0.01
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
0.98
OXYGEN_SATURATION_DIFF (6-12)
0.95
UREA_MEAN (6-12)
0.38
NEUTROPHILES_MEAN (6-12)
0.38
LEUKOCYTES_MEAN (6-12)
0.38
BE_VENOUS_MEAN (6-12)
0.36
BE_ARTERIAL_MEAN (6-12)
0.36
HEART_RATE_DIFF (4-6)
0.17
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
TEMPERATURE_DIFF (4-6)
0.17
OXYGEN_SATURATION_DIFF (4-6)
0.17
TEMPERATURE_DIFF_REL (4-6)
0.17
OXYGEN_SATURATION_DIFF_REL (4-6)
0.17
RESPIRATORY_RATE_DIFF (4-6)
0.17
MOST FREQUENT VALUES
-1.0
37
56.9%
-0.9766974688629972
1
1.5%
-0.9879524328815495
1
1.5%
-0.9597501734906315
1
1.5%
-0.9409669211195929
1
1.5%
-0.8958239784463404
1
1.5%
-0.9551647502174123
1
1.5%
-0.6097813429939191
1
1.5%
-0.7218336597258304
1
1.5%
-0.8594450502847449
1
1.5%
-0.9359882277200404
1
1.5%
-0.7232824427480916
1
1.5%
-0.9129020147666125
1
1.5%
-0.8172785653701684
1
1.5%
-0.9583295913785361
1
1.5%
SMALLEST VALUES
-1.0
37
56.9%
-0.9879524328815495
1
1.5%
-0.9766974688629972
1
1.5%
-0.9597501734906315
1
1.5%
-0.9583295913785361
1
1.5%
-0.9562717934219207
1
1.5%
-0.9551647502174123
1
1.5%
-0.9533949377259944
1
1.5%
-0.9409669211195929
1
1.5%
-0.9359882277200404
1
1.5%
-0.9262086513994912
1
1.5%
-0.9169847328244275
1
1.5%
-0.9129020147666125
1
1.5%
-0.9067898754519887
1
1.5%
-0.9016115351993215
1
1.5%
LARGEST VALUES
-0.6097813429939191
1
1.5%
-0.7171331636980492
1
1.5%
-0.7218336597258304
1
1.5%
-0.7232824427480916
1
1.5%
-0.8020655590480468
1
1.5%
-0.8061600394971706
1
1.5%
-0.8172785653701684
1
1.5%
-0.8401187446988974
1
1.5%
-0.856757970363718
1
1.5%
-0.8594450502847449
1
1.5%
-0.8735005452562705
1
1.5%
-0.8772579548031139
1
1.5%
-0.8847283075116311
1
1.5%
-0.8958239784463404
1
1.5%
-0.9016115351993215
1
1.5%
HEART_RATE_DIFF_REL (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HEART_RATE_DIFF (ABOVE_12)
0.92
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.64
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.64
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.62
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.60
TEMPERATURE_DIFF_REL (ABOVE_12)
0.55
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.55
TEMPERATURE_DIFF (ABOVE_12)
0.55
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.54
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.49
BE_ARTERIAL_MEAN (ABOVE_12)
0.43
UREA_MEAN (ABOVE_12)
0.36
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.35
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.20
RESPIRATORY_RATE_DIFF (6-12)
0.19
HEART_RATE_DIFF (4-6)
0.17
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
OXYGEN_SATURATION_DIFF (4-6)
0.16
OXYGEN_SATURATION_DIFF_REL (4-6)
0.16
TEMPERATURE_DIFF (4-6)
0.16
TEMPERATURE_DIFF_REL (4-6)
0.16
RESPIRATORY_RATE_DIFF (4-6)
0.16
RESPIRATORY_RATE_DIFF_REL (4-6)
0.16
BE_ARTERIAL_MEAN (2-4)
0.14
BE_VENOUS_MEAN (2-4)
0.14
HEART_RATE_DIFF (2-4)
0.14
HEART_RATE_DIFF_REL (2-4)
0.14
MOST FREQUENT VALUES
-0.6038569706709522
2
2.6%
-0.6695909764156318
1
1.3%
-0.3861901457321305
1
1.3%
-0.33587786259542
1
1.3%
-0.7647900763358779
1
1.3%
-0.3330028749876078
1
1.3%
-0.7197796888588269
1
1.3%
0.3376644469709273
1
1.3%
-0.3740458015267176
1
1.3%
-0.8045008426687816
1
1.3%
-0.5519175940402834
1
1.3%
-0.2304616503089786
1
1.3%
-0.7948240551107801
1
1.3%
-0.6064461407972859
1
1.3%
-0.5945921088935897
1
1.3%
SMALLEST VALUES
-0.8081424936386769
1
1.3%
-0.8046699595868883
1
1.3%
-0.8045008426687816
1
1.3%
-0.7948240551107801
1
1.3%
-0.7812303547373147
1
1.3%
-0.7647900763358779
1
1.3%
-0.762105503019255
1
1.3%
-0.7525819488100584
1
1.3%
-0.743672157492969
1
1.3%
-0.7197796888588269
1
1.3%
-0.7122137404580153
1
1.3%
-0.7014024498491036
1
1.3%
-0.6874719353390211
1
1.3%
-0.6695909764156318
1
1.3%
-0.6621132985134592
1
1.3%
LARGEST VALUES
0.3376644469709273
1
1.3%
0.2568332922925387
1
1.3%
0.1511450381679389
1
1.3%
0.05302248813699184
1
1.3%
0.04362050163576869
1
1.3%
-0.04638872577803888
1
1.3%
-0.06909375611665691
1
1.3%
-0.1292620865139951
1
1.3%
-0.1421755725190841
1
1.3%
-0.2077139413419045
1
1.3%
-0.2304616503089786
1
1.3%
-0.2395150426582848
1
1.3%
-0.2492532359774312
1
1.3%
-0.2499326448136507
1
1.3%
-0.2654406662040251
1
1.3%
RESPIRATORY_RATE_DIFF_REL (0-2)
MISSING:
363
(94%)
TOP CATEGORIES
-1.0
22
100%
ALL
22
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (0-2)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF (0-2)
1.00
TEMPERATURE_DIFF (0-2)
0.87
TEMPERATURE_DIFF_REL (0-2)
0.87
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.82
HEART_RATE_DIFF (0-2)
0.81
HEART_RATE_DIFF_REL (0-2)
0.81
OXYGEN_SATURATION_DIFF (0-2)
0.77
OXYGEN_SATURATION_DIFF_REL (0-2)
0.77
RESPIRATORY_RATE_MEAN (0-2)
0.64
BE_VENOUS_MEAN (0-2)
0.14
BE_ARTERIAL_MEAN (0-2)
0.13

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_DIFF_REL (0-2):
RESPIRATORY_RATE_MEAN (0-2)
1.00
RESPIRATORY_RATE_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.92
TEMPERATURE_DIFF (0-2)
0.87
TEMPERATURE_DIFF_REL (0-2)
0.87
HEART_RATE_DIFF (0-2)
0.84
HEART_RATE_DIFF_REL (0-2)
0.84
OXYGEN_SATURATION_DIFF (0-2)
0.69
OXYGEN_SATURATION_DIFF_REL (0-2)
0.69
BE_VENOUS_MEAN (0-2)
0.23
BE_ARTERIAL_MEAN (0-2)
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.36
LEUKOCYTES_MEAN (0-2)
0.32
NEUTROPHILES_MEAN (0-2)
0.32
UREA_MEAN (ABOVE_12)
0.12
NEUTROPHILES_MEAN (ABOVE_12)
0.12
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF (6-12)
0.11
RESPIRATORY_RATE_DIFF_REL (2-4)
MISSING:
355
(92%)
TOP CATEGORIES
-1.0
25
83%
-0.9046283309957924
1
3%
-0.7877211238293444
1
3%
-0.9373271889400921
1
3%
-0.9422750424448217
1
3%
-0.8569424964936887
1
3%
ALL
30
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (2-4)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF (2-4)
1.00
OXYGEN_SATURATION_DIFF_REL (2-4)
0.69
HEART_RATE_DIFF_REL (2-4)
0.69
HEART_RATE_DIFF (2-4)
0.68
OXYGEN_SATURATION_DIFF (2-4)
0.68
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.67
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.66
TEMPERATURE_DIFF_REL (2-4)
0.65
TEMPERATURE_DIFF (2-4)
0.65
BE_VENOUS_MEAN (2-4)
0.18
BE_ARTERIAL_MEAN (2-4)
0.14
AGE_PERCENTIL
0.03
BE_ARTERIAL_MEAN (0-2)
0.02
OXYGEN_SATURATION_DIFF (4-6)
0.02

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_DIFF_REL (2-4):
RESPIRATORY_RATE_DIFF (2-4)
0.98
HEART_RATE_DIFF_REL (2-4)
0.88
HEART_RATE_DIFF (2-4)
0.84
OXYGEN_SATURATION_DIFF_REL (2-4)
0.83
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.82
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.79
OXYGEN_SATURATION_DIFF (2-4)
0.79
TEMPERATURE_DIFF_REL (2-4)
0.77
TEMPERATURE_DIFF (2-4)
0.76
BE_VENOUS_MEAN (2-4)
0.22
AGE_PERCENTIL
0.18
BE_ARTERIAL_MEAN (2-4)
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.05
RESPIRATORY_RATE_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (2-4)
CORRELATION RATIO WITH...
RESPIRATORY_RATE_MEAN (2-4)
0.95
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.88
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.88
UREA_MEAN (2-4)
0.37
LEUKOCYTES_MEAN (2-4)
0.35
NEUTROPHILES_MEAN (2-4)
0.35
UREA_MEAN (ABOVE_12)
0.14
NEUTROPHILES_MEAN (ABOVE_12)
0.14
BE_VENOUS_MEAN (ABOVE_12)
0.14
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.14
LEUKOCYTES_MEAN (ABOVE_12)
0.14
BE_ARTERIAL_MEAN (ABOVE_12)
0.14
TEMPERATURE_DIFF_REL (6-12)
0.14
TEMPERATURE_DIFF (6-12)
0.14
RESPIRATORY_RATE_DIFF_REL (4-6)
MISSING:
338
(88%)
TOP CATEGORIES
-1.0
38
81%
-0.9407149084568439
1
2%
-0.7367741935483871
1
2%
-0.8312655086848635
1
2%
-0.6108220603537982
1
2%
-0.5959252971137522
1
2%
-0.7562724014336918
1
2%
-0.8845500848896435
1
2%
-0.8709677419354839
1
2%
-0.9451612903225807
1
2%
ALL
47
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (4-6)
PROVIDES INFORMATION ON...
RESPIRATORY_RATE_DIFF (4-6)
1.00
TEMPERATURE_DIFF (4-6)
0.88
TEMPERATURE_DIFF_REL (4-6)
0.88
HEART_RATE_DIFF (4-6)
0.87
OXYGEN_SATURATION_DIFF_REL (4-6)
0.84
OXYGEN_SATURATION_DIFF (4-6)
0.84
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.82
LEUKOCYTES_MEAN (4-6)
0.29
NEUTROPHILES_MEAN (4-6)
0.29
UREA_MEAN (4-6)
0.28
BE_ARTERIAL_MEAN (4-6)
0.28
BE_VENOUS_MEAN (4-6)
0.27
BE_ARTERIAL_MEAN (2-4)
0.04
BE_ARTERIAL_MEAN (0-2)
0.04

THESE FEATURES
GIVE INFORMATION
ON RESPIRATORY_RATE_DIFF_REL (4-6):
RESPIRATORY_RATE_DIFF (4-6)
0.99
HEART_RATE_DIFF (4-6)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.90
TEMPERATURE_DIFF (4-6)
0.89
TEMPERATURE_DIFF_REL (4-6)
0.89
OXYGEN_SATURATION_DIFF_REL (4-6)
0.88
OXYGEN_SATURATION_DIFF (4-6)
0.84
AGE_PERCENTIL
0.16
LEUKOCYTES_MEAN (4-6)
0.10
NEUTROPHILES_MEAN (4-6)
0.10
UREA_MEAN (4-6)
0.09
BE_ARTERIAL_MEAN (4-6)
0.08
BE_VENOUS_MEAN (4-6)
0.08
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF_REL (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.96
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.96
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.96
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.96
RESPIRATORY_RATE_MEAN (4-6)
0.86
UREA_MEAN (ABOVE_12)
0.18
NEUTROPHILES_MEAN (ABOVE_12)
0.18
BE_VENOUS_MEAN (ABOVE_12)
0.18
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.18
LEUKOCYTES_MEAN (ABOVE_12)
0.18
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
PATIENT_VISIT_IDENTIFIER
0.17
RESPIRATORY_RATE_DIFF_REL (6-12)
MISSING:
320
(83%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.74
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.72
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.68
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.67
HEART_RATE_DIFF (6-12)
0.44
HEART_RATE_DIFF_REL (6-12)
0.41
TEMPERATURE_DIFF_REL (6-12)
0.40
TEMPERATURE_DIFF (6-12)
0.40
OXYGEN_SATURATION_DIFF_REL (6-12)
0.35
PATIENT_VISIT_IDENTIFIER
0.22
RESPIRATORY_RATE_MEAN (6-12)
0.07
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RESPIRATORY_RATE_DIFF (6-12)
1.00
OXYGEN_SATURATION_DIFF (6-12)
0.92
UREA_MEAN (6-12)
0.35
NEUTROPHILES_MEAN (6-12)
0.35
LEUKOCYTES_MEAN (6-12)
0.35
BE_ARTERIAL_MEAN (6-12)
0.33
BE_VENOUS_MEAN (6-12)
0.33
HEART_RATE_DIFF (4-6)
0.17
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.17
TEMPERATURE_DIFF (4-6)
0.17
OXYGEN_SATURATION_DIFF (4-6)
0.17
TEMPERATURE_DIFF_REL (4-6)
0.17
OXYGEN_SATURATION_DIFF_REL (4-6)
0.17
RESPIRATORY_RATE_DIFF (4-6)
0.17
MOST FREQUENT VALUES
-1.0
41
63.1%
-0.7806451612903226
2
3.1%
-0.3478639930252834
1
1.5%
-0.9422750424448217
1
1.5%
-0.750733137829912
1
1.5%
-0.5299539170506913
1
1.5%
-0.4838709677419355
1
1.5%
-0.8781362007168458
1
1.5%
-0.7419354838709677
1
1.5%
-0.7943548387096775
1
1.5%
-0.8709677419354839
1
1.5%
-0.7388632872503841
1
1.5%
-0.6011730205278593
1
1.5%
-0.8504398826979472
1
1.5%
-0.8657011191573404
1
1.5%
SMALLEST VALUES
-1.0
41
63.1%
-0.9422750424448217
1
1.5%
-0.9407149084568439
1
1.5%
-0.9390681003584229
1
1.5%
-0.9268817204301075
1
1.5%
-0.8903225806451613
1
1.5%
-0.8781362007168458
1
1.5%
-0.8709677419354839
1
1.5%
-0.8657011191573404
1
1.5%
-0.8504398826979472
1
1.5%
-0.8172043010752689
1
1.5%
-0.8005865102639296
1
1.5%
-0.7943548387096775
1
1.5%
-0.7806451612903226
2
3.1%
-0.7562724014336918
1
1.5%
LARGEST VALUES
-0.3478639930252834
1
1.5%
-0.4838709677419355
1
1.5%
-0.5299539170506913
1
1.5%
-0.6011730205278593
1
1.5%
-0.6344086021505377
1
1.5%
-0.7258064516129032
1
1.5%
-0.7388632872503841
1
1.5%
-0.7419354838709677
1
1.5%
-0.750733137829912
1
1.5%
-0.7562724014336918
1
1.5%
-0.7806451612903226
2
3.1%
-0.7943548387096775
1
1.5%
-0.8005865102639296
1
1.5%
-0.8172043010752689
1
1.5%
-0.8504398826979472
1
1.5%
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.99
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.78
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.75
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.73
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.72
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.71
TEMPERATURE_DIFF_REL (ABOVE_12)
0.65
TEMPERATURE_DIFF (ABOVE_12)
0.65
HEART_RATE_DIFF (ABOVE_12)
0.61
HEART_RATE_DIFF_REL (ABOVE_12)
0.54
BE_ARTERIAL_MEAN (ABOVE_12)
0.50
BE_VENOUS_MEAN (ABOVE_12)
0.50
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.36
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
0.24
AGE_PERCENTIL
0.13
OXYGEN_SATURATION_DIFF (6-12)
0.11
RESPIRATORY_RATE_DIFF (6-12)
0.11
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.09
HEART_RATE_DIFF (4-6)
0.09
OXYGEN_SATURATION_DIFF (4-6)
0.09
TEMPERATURE_DIFF (4-6)
0.09
TEMPERATURE_DIFF_REL (4-6)
0.09
OXYGEN_SATURATION_DIFF_REL (4-6)
0.09
RESPIRATORY_RATE_DIFF (4-6)
0.09
RESPIRATORY_RATE_DIFF_REL (4-6)
0.09
BE_ARTERIAL_MEAN (2-4)
0.08
BE_VENOUS_MEAN (2-4)
0.08
MOST FREQUENT VALUES
-0.7562724014336918
7
9.1%
-0.5734767025089607
5
6.5%
0.09677419354838701
4
5.2%
-0.7419354838709677
3
3.9%
-0.8172043010752689
3
3.9%
-0.6953405017921147
3
3.9%
-0.5125448028673836
3
3.9%
-0.1469534050179212
3
3.9%
-0.6344086021505377
3
3.9%
0.03584229390680993
2
2.6%
0.6451612903225805
2
2.6%
0.2534562211981566
2
2.6%
-0.3297491039426523
2
2.6%
-0.8781362007168458
2
2.6%
-0.2688172043010754
2
2.6%
SMALLEST VALUES
-1.0
1
1.3%
-0.9390681003584229
1
1.3%
-0.8781362007168458
2
2.6%
-0.8629032258064516
1
1.3%
-0.8268251273344652
1
1.3%
-0.8172043010752689
3
3.9%
-0.7562724014336918
7
9.1%
-0.7419354838709677
3
3.9%
-0.6953405017921147
3
3.9%
-0.6344086021505377
3
3.9%
-0.6161290322580646
1
1.3%
-0.6129032258064516
1
1.3%
-0.5734767025089607
5
6.5%
-0.5612903225806452
1
1.3%
-0.5125448028673836
3
3.9%
LARGEST VALUES
0.6451612903225805
2
2.6%
0.6190476190476191
1
1.3%
0.6162988115449912
2
2.6%
0.4956011730205276
1
1.3%
0.4258064516129032
1
1.3%
0.3828892005610098
1
1.3%
0.3161290322580643
2
2.6%
0.2961876832844574
1
1.3%
0.2612903225806449
1
1.3%
0.2534562211981566
2
2.6%
0.2064516129032259
1
1.3%
0.1881720430107525
1
1.3%
0.1490015360983103
1
1.3%
0.09677419354838701
4
5.2%
0.03904923599320864
1
1.3%
TEMPERATURE_DIFF_REL (0-2)
MISSING:
363
(94%)
TOP CATEGORIES
-1.0
22
100%
ALL
22
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TEMPERATURE_DIFF_REL (0-2)
PROVIDES INFORMATION ON...
TEMPERATURE_DIFF (0-2)
1.00
RESPIRATORY_RATE_DIFF (0-2)
0.87
RESPIRATORY_RATE_DIFF_REL (0-2)
0.87
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.82
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.82
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.82
HEART_RATE_DIFF (0-2)
0.81
HEART_RATE_DIFF_REL (0-2)
0.81
OXYGEN_SATURATION_DIFF (0-2)
0.77
OXYGEN_SATURATION_DIFF_REL (0-2)
0.77
RESPIRATORY_RATE_MEAN (0-2)
0.57
BE_VENOUS_MEAN (0-2)
0.12
BE_ARTERIAL_MEAN (0-2)
0.11

THESE FEATURES
GIVE INFORMATION
ON TEMPERATURE_DIFF_REL (0-2):
TEMPERATURE_DIFF (0-2)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.92
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.92
RESPIRATORY_RATE_MEAN (0-2)
0.90
RESPIRATORY_RATE_DIFF (0-2)
0.87
RESPIRATORY_RATE_DIFF_REL (0-2)
0.87
HEART_RATE_DIFF (0-2)
0.84
HEART_RATE_DIFF_REL (0-2)
0.84
OXYGEN_SATURATION_DIFF (0-2)
0.69
OXYGEN_SATURATION_DIFF_REL (0-2)
0.69
BE_VENOUS_MEAN (0-2)
0.19
BE_ARTERIAL_MEAN (0-2)
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TEMPERATURE_DIFF_REL (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.32
LEUKOCYTES_MEAN (0-2)
0.30
NEUTROPHILES_MEAN (0-2)
0.29
UREA_MEAN (ABOVE_12)
0.12
NEUTROPHILES_MEAN (ABOVE_12)
0.12
BE_VENOUS_MEAN (ABOVE_12)
0.12
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.12
LEUKOCYTES_MEAN (ABOVE_12)
0.12
BE_ARTERIAL_MEAN (ABOVE_12)
0.12
TEMPERATURE_DIFF_REL (6-12)
0.12
TEMPERATURE_DIFF (6-12)
0.12
OXYGEN_SATURATION_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF_REL (6-12)
0.11
HEART_RATE_DIFF (6-12)
0.11
TEMPERATURE_DIFF_REL (2-4)
MISSING:
353
(92%)
TOP CATEGORIES
-1.0
23
72%
-0.9047619047619051
1
3%
-0.830999066293185
1
3%
-0.9044980873235724
1
3%
-0.9758907758907772
1
3%
-0.9517140189409107
1
3%
-0.6865800865800871
1
3%
-0.9761245218308927
1
3%
-0.9319548872180458
1
3%
-0.6638811513463326
1
3%
ALL
32
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TEMPERATURE_DIFF_REL (2-4)
PROVIDES INFORMATION ON...
TEMPERATURE_DIFF (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.84
HEART_RATE_DIFF (2-4)
0.83
OXYGEN_SATURATION_DIFF_REL (2-4)
0.83
OXYGEN_SATURATION_DIFF (2-4)
0.82
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.79
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.78
RESPIRATORY_RATE_DIFF_REL (2-4)
0.77
RESPIRATORY_RATE_DIFF (2-4)
0.76
BE_VENOUS_MEAN (2-4)
0.22
BE_ARTERIAL_MEAN (2-4)
0.15
AGE_PERCENTIL
0.03
ICU
0.03
BE_ARTERIAL_MEAN (0-2)
0.03

THESE FEATURES
GIVE INFORMATION
ON TEMPERATURE_DIFF_REL (2-4):
TEMPERATURE_DIFF (2-4)
0.99
HEART_RATE_DIFF_REL (2-4)
0.91
HEART_RATE_DIFF (2-4)
0.87
OXYGEN_SATURATION_DIFF_REL (2-4)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.82
OXYGEN_SATURATION_DIFF (2-4)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.80
RESPIRATORY_RATE_DIFF_REL (2-4)
0.65
RESPIRATORY_RATE_DIFF (2-4)
0.64
BE_VENOUS_MEAN (2-4)
0.22
AGE_PERCENTIL
0.19
BE_ARTERIAL_MEAN (2-4)
0.13
ICU
0.05
OXYGEN_SATURATION_DIFF (6-12)
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TEMPERATURE_DIFF_REL (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.89
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.89
RESPIRATORY_RATE_MEAN (2-4)
0.84
UREA_MEAN (2-4)
0.39
LEUKOCYTES_MEAN (2-4)
0.38
NEUTROPHILES_MEAN (2-4)
0.37
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.14
LEUKOCYTES_MEAN (ABOVE_12)
0.14
BE_ARTERIAL_MEAN (ABOVE_12)
0.14
TEMPERATURE_DIFF_REL (6-12)
0.14
TEMPERATURE_DIFF (6-12)
0.14
TEMPERATURE_DIFF_REL (4-6)
MISSING:
337
(88%)
TOP CATEGORIES
-1.0
39
81%
-0.8639097744360899
2
4%
-0.9047619047619051
1
2%
-0.8780898498013067
1
2%
-0.9292554230994713
1
2%
-0.8333333333333326
1
2%
-0.7461592401351433
1
2%
-0.9535361314337049
1
2%
-0.859089139743092
1
2%
ALL
48
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TEMPERATURE_DIFF_REL (4-6)
PROVIDES INFORMATION ON...
TEMPERATURE_DIFF (4-6)
1.00
HEART_RATE_DIFF (4-6)
0.91
RESPIRATORY_RATE_DIFF_REL (4-6)
0.89
RESPIRATORY_RATE_DIFF (4-6)
0.89
OXYGEN_SATURATION_DIFF_REL (4-6)
0.89
OXYGEN_SATURATION_DIFF (4-6)
0.88
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.83
UREA_MEAN (4-6)
0.30
LEUKOCYTES_MEAN (4-6)
0.30
NEUTROPHILES_MEAN (4-6)
0.30
BE_ARTERIAL_MEAN (4-6)
0.29
BE_VENOUS_MEAN (4-6)
0.28
BE_ARTERIAL_MEAN (2-4)
0.04
BE_ARTERIAL_MEAN (0-2)
0.04

THESE FEATURES
GIVE INFORMATION
ON TEMPERATURE_DIFF_REL (4-6):
TEMPERATURE_DIFF (4-6)
1.00
HEART_RATE_DIFF (4-6)
0.96
OXYGEN_SATURATION_DIFF_REL (4-6)
0.92
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.90
RESPIRATORY_RATE_DIFF_REL (4-6)
0.88
OXYGEN_SATURATION_DIFF (4-6)
0.87
RESPIRATORY_RATE_DIFF (4-6)
0.87
AGE_PERCENTIL
0.15
LEUKOCYTES_MEAN (4-6)
0.10
NEUTROPHILES_MEAN (4-6)
0.10
UREA_MEAN (4-6)
0.10
BE_ARTERIAL_MEAN (4-6)
0.09
BE_VENOUS_MEAN (4-6)
0.08
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TEMPERATURE_DIFF_REL (4-6)
CORRELATION RATIO WITH...
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.98
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.98
HEART_RATE_DIFF_REL (4-6)
0.98
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.98
RESPIRATORY_RATE_MEAN (4-6)
0.82
UREA_MEAN (ABOVE_12)
0.18
NEUTROPHILES_MEAN (ABOVE_12)
0.18
BE_VENOUS_MEAN (ABOVE_12)
0.18
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.18
LEUKOCYTES_MEAN (ABOVE_12)
0.18
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
OXYGEN_SATURATION_DIFF_REL (6-12)
0.17
TEMPERATURE_DIFF_REL (6-12)
MISSING:
314
(82%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TEMPERATURE_DIFF (6-12)
1.00
RESPIRATORY_RATE_DIFF_REL (6-12)
0.40
HEART_RATE_DIFF (6-12)
0.40
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.38
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.38
HEART_RATE_DIFF_REL (6-12)
0.38
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.34
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.34
RESPIRATORY_RATE_MEAN (6-12)
0.32
OXYGEN_SATURATION_DIFF_REL (6-12)
0.25
PATIENT_VISIT_IDENTIFIER
0.15
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.96
RESPIRATORY_RATE_DIFF (6-12)
0.94
UREA_MEAN (6-12)
0.35
NEUTROPHILES_MEAN (6-12)
0.35
LEUKOCYTES_MEAN (6-12)
0.34
BE_ARTERIAL_MEAN (6-12)
0.33
BE_VENOUS_MEAN (6-12)
0.32
HEART_RATE_DIFF (4-6)
0.18
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.18
AGE_PERCENTIL
0.18
TEMPERATURE_DIFF (4-6)
0.18
OXYGEN_SATURATION_DIFF (4-6)
0.18
TEMPERATURE_DIFF_REL (4-6)
0.18
OXYGEN_SATURATION_DIFF_REL (4-6)
0.18
MOST FREQUENT VALUES
-1.0
35
49.3%
-0.8547351524879611
2
2.8%
-0.9518488959829752
1
1.4%
-0.905285190999477
1
1.4%
-0.7670527670527669
1
1.4%
-0.7676806571685277
1
1.4%
-0.9758231483336669
1
1.4%
-0.9517140189409107
1
1.4%
-0.7903474903474905
1
1.4%
-0.5041095890410954
1
1.4%
-0.6524577572964669
1
1.4%
-0.7416634228623326
1
1.4%
-0.9767993334615135
1
1.4%
-0.785714285714286
1
1.4%
-0.698796722990272
1
1.4%
SMALLEST VALUES
-1.0
35
49.3%
-0.9767993334615135
1
1.4%
-0.975991510810452
1
1.4%
-0.9758231483336669
1
1.4%
-0.9518488959829752
1
1.4%
-0.9517140189409107
1
1.4%
-0.9275710284113635
1
1.4%
-0.9273675762439797
1
1.4%
-0.9058027582617749
1
1.4%
-0.905285190999477
1
1.4%
-0.9042328042328045
1
1.4%
-0.8825742831192422
1
1.4%
-0.8822534478272183
1
1.4%
-0.8819308545335942
1
1.4%
-0.8644448605130122
1
1.4%
LARGEST VALUES
-0.5041095890410954
1
1.4%
-0.6190476190476203
1
1.4%
-0.6524577572964669
1
1.4%
-0.698796722990272
1
1.4%
-0.724924012158054
1
1.4%
-0.7416634228623326
1
1.4%
-0.7423654244306414
1
1.4%
-0.7645068956544365
1
1.4%
-0.7661045422239452
1
1.4%
-0.7670527670527669
1
1.4%
-0.7676806571685277
1
1.4%
-0.7725844955396406
1
1.4%
-0.7808716707021794
1
1.4%
-0.783923597294071
1
1.4%
-0.7842241208027024
1
1.4%
TEMPERATURE_DIFF_REL (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TEMPERATURE_DIFF (ABOVE_12)
1.00
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.70
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.69
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.69
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.68
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.67
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.65
HEART_RATE_DIFF (ABOVE_12)
0.65
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.61
HEART_RATE_DIFF_REL (ABOVE_12)
0.55
BE_ARTERIAL_MEAN (ABOVE_12)
0.42
OXYGEN_SATURATION_DIFF (ABOVE_12)
0.37
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
0.37
UREA_MEAN (ABOVE_12)
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.19
RESPIRATORY_RATE_DIFF (6-12)
0.18
AGE_PERCENTIL
0.16
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.16
HEART_RATE_DIFF (4-6)
0.16
TEMPERATURE_DIFF (4-6)
0.15
OXYGEN_SATURATION_DIFF (4-6)
0.15
TEMPERATURE_DIFF_REL (4-6)
0.15
OXYGEN_SATURATION_DIFF_REL (4-6)
0.15
RESPIRATORY_RATE_DIFF (4-6)
0.15
RESPIRATORY_RATE_DIFF_REL (4-6)
0.15
BE_ARTERIAL_MEAN (2-4)
0.13
BE_VENOUS_MEAN (2-4)
0.13
HEART_RATE_DIFF (2-4)
0.13
MOST FREQUENT VALUES
-0.5702413929560732
2
2.6%
-0.3710424710424702
2
2.6%
-0.04761904761904734
1
1.3%
-0.4080324437467292
1
1.3%
0.1602564102564104
1
1.3%
-0.4378881987577641
1
1.3%
-0.1689623507805322
1
1.3%
0.2142857142857151
1
1.3%
-0.3606750392464668
1
1.3%
-0.1334109730848867
1
1.3%
0.1221474739480273
1
1.3%
-0.4986149584487547
1
1.3%
-0.1380952380952375
1
1.3%
-0.2817460317460315
1
1.3%
-0.3076111330958978
1
1.3%
SMALLEST VALUES
-0.8819308545335942
1
1.3%
-0.831471135940409
1
1.3%
-0.7612452183089301
1
1.3%
-0.7384564860426942
1
1.3%
-0.7366402116402112
1
1.3%
-0.6904761904761911
1
1.3%
-0.6883237300483481
1
1.3%
-0.6721014492753625
1
1.3%
-0.6712079927338785
1
1.3%
-0.6505791505791505
1
1.3%
-0.6457925636007826
1
1.3%
-0.6448194662480375
1
1.3%
-0.643841007477371
1
1.3%
-0.6408730158730158
1
1.3%
-0.6211407639979064
1
1.3%
LARGEST VALUES
0.2142857142857151
1
1.3%
0.1678926313072659
1
1.3%
0.1602564102564104
1
1.3%
0.1397087760724121
1
1.3%
0.1221474739480273
1
1.3%
0.03334630855066822
1
1.3%
-0.02649875377148025
1
1.3%
-0.04761904761904734
1
1.3%
-0.06626984126984126
1
1.3%
-0.08157689305230298
1
1.3%
-0.09021164021163885
1
1.3%
-0.09523809523809568
1
1.3%
-0.1002093144950291
1
1.3%
-0.1334109730848867
1
1.3%
-0.1380952380952375
1
1.3%
OXYGEN_SATURATION_DIFF_REL (0-2)
MISSING:
366
(95%)
TOP CATEGORIES
-1.0
19
100%
ALL
19
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OXYGEN_SATURATION_DIFF_REL (0-2)
PROVIDES INFORMATION ON...
OXYGEN_SATURATION_DIFF (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.75
HEART_RATE_DIFF_REL (0-2)
0.75
RESPIRATORY_RATE_DIFF (0-2)
0.69
TEMPERATURE_DIFF (0-2)
0.69
RESPIRATORY_RATE_DIFF_REL (0-2)
0.69
TEMPERATURE_DIFF_REL (0-2)
0.69
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.68
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.68
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.68
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.68
RESPIRATORY_RATE_MEAN (0-2)
0.49
BE_VENOUS_MEAN (0-2)
0.10
BE_ARTERIAL_MEAN (0-2)
0.08

THESE FEATURES
GIVE INFORMATION
ON OXYGEN_SATURATION_DIFF_REL (0-2):
OXYGEN_SATURATION_DIFF (0-2)
1.00
HEART_RATE_DIFF (0-2)
0.86
HEART_RATE_DIFF_REL (0-2)
0.86
RESPIRATORY_RATE_MEAN (0-2)
0.85
BLOODPRESSURE_DIASTOLIC_DIFF (0-2)
0.84
BLOODPRESSURE_SISTOLIC_DIFF (0-2)
0.84
BLOODPRESSURE_DIASTOLIC_DIFF_REL (0-2)
0.84
BLOODPRESSURE_SISTOLIC_DIFF_REL (0-2)
0.84
RESPIRATORY_RATE_DIFF (0-2)
0.77
TEMPERATURE_DIFF (0-2)
0.77
RESPIRATORY_RATE_DIFF_REL (0-2)
0.77
TEMPERATURE_DIFF_REL (0-2)
0.77
BE_VENOUS_MEAN (0-2)
0.19
BE_ARTERIAL_MEAN (0-2)
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF_REL (0-2)
CORRELATION RATIO WITH...
UREA_MEAN (0-2)
0.26
LEUKOCYTES_MEAN (0-2)
0.21
NEUTROPHILES_MEAN (0-2)
0.21
UREA_MEAN (ABOVE_12)
0.11
NEUTROPHILES_MEAN (ABOVE_12)
0.11
BE_VENOUS_MEAN (ABOVE_12)
0.11
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.11
LEUKOCYTES_MEAN (ABOVE_12)
0.11
BE_ARTERIAL_MEAN (ABOVE_12)
0.11
TEMPERATURE_DIFF_REL (6-12)
0.11
TEMPERATURE_DIFF (6-12)
0.11
OXYGEN_SATURATION_DIFF_REL (6-12)
0.10
HEART_RATE_DIFF_REL (6-12)
0.10
HEART_RATE_DIFF (6-12)
0.10
OXYGEN_SATURATION_DIFF_REL (2-4)
MISSING:
350
(91%)
TOP CATEGORIES
-1.0
27
77%
-0.9415981998011408
1
3%
-0.9801292665990065
1
3%
-0.9604633861196726
1
3%
-0.979381443298969
1
3%
-0.9418931583880037
1
3%
-0.9592015792937048
1
3%
-0.8587086272381986
1
3%
-0.9578565764132775
1
3%
ALL
35
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OXYGEN_SATURATION_DIFF_REL (2-4)
PROVIDES INFORMATION ON...
OXYGEN_SATURATION_DIFF (2-4)
1.00
HEART_RATE_DIFF_REL (2-4)
0.90
HEART_RATE_DIFF (2-4)
0.89
TEMPERATURE_DIFF_REL (2-4)
0.85
TEMPERATURE_DIFF (2-4)
0.85
RESPIRATORY_RATE_DIFF_REL (2-4)
0.83
RESPIRATORY_RATE_DIFF (2-4)
0.83
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.80
BE_VENOUS_MEAN (2-4)
0.26
BE_ARTERIAL_MEAN (2-4)
0.22
BE_ARTERIAL_MEAN (0-2)
0.03
AGE_PERCENTIL
0.03
OXYGEN_SATURATION_DIFF (4-6)
0.03

THESE FEATURES
GIVE INFORMATION
ON OXYGEN_SATURATION_DIFF_REL (2-4):
OXYGEN_SATURATION_DIFF (2-4)
0.96
HEART_RATE_DIFF_REL (2-4)
0.95
HEART_RATE_DIFF (2-4)
0.91
TEMPERATURE_DIFF_REL (2-4)
0.83
TEMPERATURE_DIFF (2-4)
0.82
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.81
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.80
RESPIRATORY_RATE_DIFF_REL (2-4)
0.69
RESPIRATORY_RATE_DIFF (2-4)
0.67
BE_VENOUS_MEAN (2-4)
0.26
BE_ARTERIAL_MEAN (2-4)
0.17
AGE_PERCENTIL
0.16
OXYGEN_SATURATION_DIFF (6-12)
0.05
RESPIRATORY_RATE_DIFF (6-12)
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF_REL (2-4)
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_DIFF (2-4)
0.91
BLOODPRESSURE_SISTOLIC_DIFF_REL (2-4)
0.91
RESPIRATORY_RATE_MEAN (2-4)
0.85
UREA_MEAN (2-4)
0.47
LEUKOCYTES_MEAN (2-4)
0.46
NEUTROPHILES_MEAN (2-4)
0.45
UREA_MEAN (ABOVE_12)
0.15
NEUTROPHILES_MEAN (ABOVE_12)
0.15
BE_VENOUS_MEAN (ABOVE_12)
0.15
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.15
LEUKOCYTES_MEAN (ABOVE_12)
0.15
BE_ARTERIAL_MEAN (ABOVE_12)
0.15
TEMPERATURE_DIFF_REL (6-12)
0.15
TEMPERATURE_DIFF (6-12)
0.15
OXYGEN_SATURATION_DIFF_REL (4-6)
MISSING:
337
(88%)
TOP CATEGORIES
-1.0
37
77%
-0.9796007896468524
2
4%
-0.9600515463917526
2
4%
-0.959631036353771
1
2%
-0.9041237113402062
1
2%
-0.9604633861196726
1
2%
-0.9803330689928628
1
2%
-0.940695079179509
1
2%
-0.9612621055920025
1
2%
-0.9403877997970194
1
2%
ALL
48
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OXYGEN_SATURATION_DIFF_REL (4-6)
PROVIDES INFORMATION ON...
OXYGEN_SATURATION_DIFF (4-6)
1.00
TEMPERATURE_DIFF (4-6)
0.92
TEMPERATURE_DIFF_REL (4-6)
0.92
HEART_RATE_DIFF (4-6)
0.90
RESPIRATORY_RATE_DIFF_REL (4-6)
0.88
RESPIRATORY_RATE_DIFF (4-6)
0.88
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.86
BE_ARTERIAL_MEAN (4-6)
0.30
UREA_MEAN (4-6)
0.28
LEUKOCYTES_MEAN (4-6)
0.28
NEUTROPHILES_MEAN (4-6)
0.28
BE_VENOUS_MEAN (4-6)
0.26
BE_ARTERIAL_MEAN (2-4)
0.04
BE_ARTERIAL_MEAN (0-2)
0.04

THESE FEATURES
GIVE INFORMATION
ON OXYGEN_SATURATION_DIFF_REL (4-6):
OXYGEN_SATURATION_DIFF (4-6)
0.95
HEART_RATE_DIFF (4-6)
0.91
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.90
TEMPERATURE_DIFF (4-6)
0.89
TEMPERATURE_DIFF_REL (4-6)
0.89
RESPIRATORY_RATE_DIFF_REL (4-6)
0.84
RESPIRATORY_RATE_DIFF (4-6)
0.83
AGE_PERCENTIL
0.17
LEUKOCYTES_MEAN (4-6)
0.09
NEUTROPHILES_MEAN (4-6)
0.09
BE_ARTERIAL_MEAN (4-6)
0.09
UREA_MEAN (4-6)
0.09
BE_VENOUS_MEAN (4-6)
0.07
OXYGEN_SATURATION_DIFF (6-12)
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF_REL (4-6)
CORRELATION RATIO WITH...
HEART_RATE_DIFF_REL (4-6)
0.98
BLOODPRESSURE_DIASTOLIC_DIFF_REL (4-6)
0.97
BLOODPRESSURE_SISTOLIC_DIFF_REL (4-6)
0.97
BLOODPRESSURE_SISTOLIC_DIFF (4-6)
0.97
RESPIRATORY_RATE_MEAN (4-6)
0.81
UREA_MEAN (ABOVE_12)
0.18
NEUTROPHILES_MEAN (ABOVE_12)
0.18
BE_VENOUS_MEAN (ABOVE_12)
0.18
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.18
LEUKOCYTES_MEAN (ABOVE_12)
0.18
BE_ARTERIAL_MEAN (ABOVE_12)
0.18
TEMPERATURE_DIFF_REL (6-12)
0.18
TEMPERATURE_DIFF (6-12)
0.18
OXYGEN_SATURATION_DIFF_REL (6-12)
0.17
OXYGEN_SATURATION_DIFF_REL (6-12)
MISSING:
316
(82%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RESPIRATORY_RATE_DIFF_REL (6-12)
0.35
BLOODPRESSURE_SISTOLIC_DIFF_REL (6-12)
0.28
BLOODPRESSURE_DIASTOLIC_DIFF_REL (6-12)
0.27
TEMPERATURE_DIFF (6-12)
0.25
TEMPERATURE_DIFF_REL (6-12)
0.25
BLOODPRESSURE_DIASTOLIC_DIFF (6-12)
0.25
BLOODPRESSURE_SISTOLIC_DIFF (6-12)
0.25
HEART_RATE_DIFF (6-12)
0.22
HEART_RATE_DIFF_REL (6-12)
0.19
PATIENT_VISIT_IDENTIFIER
0.10
RESPIRATORY_RATE_MEAN (6-12)
-0.04
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
---
TEMPERATURE_DIFF_REL (ABOVE_12)
---
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
---

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
1.00
RESPIRATORY_RATE_DIFF (6-12)
0.91
BE_ARTERIAL_MEAN (6-12)
0.36
UREA_MEAN (6-12)
0.35
NEUTROPHILES_MEAN (6-12)
0.35
LEUKOCYTES_MEAN (6-12)
0.35
BE_VENOUS_MEAN (6-12)
0.35
AGE_PERCENTIL
0.18
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.18
HEART_RATE_DIFF (4-6)
0.18
TEMPERATURE_DIFF (4-6)
0.17
OXYGEN_SATURATION_DIFF (4-6)
0.17
TEMPERATURE_DIFF_REL (4-6)
0.17
OXYGEN_SATURATION_DIFF_REL (4-6)
0.17
MOST FREQUENT VALUES
-1.0
41
59.4%
-0.9800257731958762
2
2.9%
-0.9381443298969072
2
2.9%
-0.9592015792937048
2
2.9%
-0.9391261659302896
2
2.9%
-0.9798155181768855
2
2.9%
-0.9804334104775931
2
2.9%
-0.8990775908844275
1
1.4%
-0.9587628865979382
1
1.4%
-0.8826004628655586
1
1.4%
-0.9388023689405571
1
1.4%
-0.8644173695720088
1
1.4%
-0.8922738329665238
1
1.4%
-0.9803330689928628
1
1.4%
-0.940695079179509
1
1.4%
SMALLEST VALUES
-1.0
41
59.4%
-0.9804334104775931
2
2.9%
-0.9803330689928628
1
1.4%
-0.9800257731958762
2
2.9%
-0.9798155181768855
2
2.9%
-0.9604633861196726
1
1.4%
-0.9592015792937048
2
2.9%
-0.9587628865979382
1
1.4%
-0.9578565764132775
1
1.4%
-0.940695079179509
1
1.4%
-0.9394465545306565
1
1.4%
-0.9391261659302896
2
2.9%
-0.9388023689405571
1
1.4%
-0.9381443298969072
2
2.9%
-0.8990775908844275
1
1.4%
LARGEST VALUES
0.6465710443747199
1
1.4%
-0.3533924718292976
1
1.4%
-0.8012926659900647
1
1.4%
-0.8630338733431517
1
1.4%
-0.8644173695720088
1
1.4%
-0.8749439713133125
1
1.4%
-0.8826004628655586
1
1.4%
-0.8922738329665238
1
1.4%
-0.8990775908844275
1
1.4%
-0.9381443298969072
2
2.9%
-0.9388023689405571
1
1.4%
-0.9391261659302896
2
2.9%
-0.9394465545306565
1
1.4%
-0.940695079179509
1
1.4%
-0.9578565764132775
1
1.4%
OXYGEN_SATURATION_DIFF_REL (ABOVE_12)
MISSING:
308
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
OXYGEN_SATURATION_DIFF (ABOVE_12)
1.00
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.43
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.42
BLOODPRESSURE_DIASTOLIC_DIFF_REL (ABOVE_12)
0.41
BLOODPRESSURE_DIASTOLIC_DIFF (ABOVE_12)
0.41
HEART_RATE_DIFF (ABOVE_12)
0.39
TEMPERATURE_DIFF (ABOVE_12)
0.37
TEMPERATURE_DIFF_REL (ABOVE_12)
0.37
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.35
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.35
HEART_RATE_DIFF_REL (ABOVE_12)
0.35
BE_ARTERIAL_MEAN (ABOVE_12)
0.26
BE_VENOUS_MEAN (ABOVE_12)
0.21
RESPIRATORY_RATE_MEAN (ABOVE_12)
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OXYGEN_SATURATION_DIFF (6-12)
0.17
RESPIRATORY_RATE_DIFF (6-12)
0.17
HEART_RATE_DIFF (4-6)
0.14
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.14
TEMPERATURE_DIFF (4-6)
0.14
OXYGEN_SATURATION_DIFF (4-6)
0.14
TEMPERATURE_DIFF_REL (4-6)
0.14
OXYGEN_SATURATION_DIFF_REL (4-6)
0.14
RESPIRATORY_RATE_DIFF (4-6)
0.14
RESPIRATORY_RATE_DIFF_REL (4-6)
0.14
HEART_RATE_DIFF (2-4)
0.12
HEART_RATE_DIFF_REL (2-4)
0.12
BE_ARTERIAL_MEAN (2-4)
0.12
BE_VENOUS_MEAN (2-4)
0.12
MOST FREQUENT VALUES
-0.878893109061313
5
6.5%
-0.8813901583590179
4
5.2%
-0.8587086272381986
3
3.9%
-0.8801546391752577
3
3.9%
-0.8990775908844275
3
3.9%
-0.919262072707542
2
2.6%
-0.8776047378811143
2
2.6%
-0.9209267722393453
2
2.6%
-0.8402061855670103
2
2.6%
-0.8183396635919696
2
2.6%
-0.7756086861153761
2
2.6%
-0.8601804123711341
2
2.6%
-0.7960078964685238
2
2.6%
-0.7938144329896907
2
2.6%
-0.8996059804609489
1
1.3%
SMALLEST VALUES
-0.9798155181768855
1
1.3%
-0.9400773195876289
1
1.3%
-0.9394465545306565
1
1.3%
-0.9391261659302896
1
1.3%
-0.9209267722393453
2
2.6%
-0.9201030927835052
1
1.3%
-0.919262072707542
2
2.6%
-0.9184031585874095
1
1.3%
-0.9011584652991816
1
1.3%
-0.9001288659793815
1
1.3%
-0.8996059804609489
1
1.3%
-0.8990775908844275
3
3.9%
-0.8980039482342619
1
1.3%
-0.8813901583590179
4
5.2%
-0.8801546391752577
3
3.9%
LARGEST VALUES
0.9570623870762036
1
1.3%
0.9175257731958764
1
1.3%
0.8779891593155489
1
1.3%
0.8576030927835052
1
1.3%
0.8563281421364335
1
1.3%
0.8367878459034184
1
1.3%
0.808236739490412
1
1.3%
0.5707391971923668
1
1.3%
0.2810704101776704
1
1.3%
-0.1724362452523059
1
1.3%
-0.5155724362452523
1
1.3%
-0.5463917525773195
1
1.3%
-0.6568638090070538
1
1.3%
-0.673612634349638
1
1.3%
-0.6770482908301683
1
1.3%
ICU
MISSING:
---
TOP CATEGORIES
0.0
278
72%
1.0
107
28%
ALL
385
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ICU
PROVIDES INFORMATION ON...
NEUTROPHILES_MEAN (6-12)
0.18
LEUKOCYTES_MEAN (6-12)
0.15
UREA_MEAN (6-12)
0.15
BE_ARTERIAL_MEAN (6-12)
0.12
BE_VENOUS_MEAN (6-12)
0.12
LEUKOCYTES_MEAN (4-6)
0.07
NEUTROPHILES_MEAN (4-6)
0.07
UREA_MEAN (4-6)
0.07
BE_ARTERIAL_MEAN (0-2)
0.07
RESPIRATORY_RATE_MEAN (0-2)
0.06
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.06
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.06
BE_ARTERIAL_MEAN (4-6)
0.06
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.06

THESE FEATURES
GIVE INFORMATION
ON ICU:
RESPIRATORY_RATE_DIFF (6-12)
0.06
NEUTROPHILES_MEAN (6-12)
0.06
BLOODPRESSURE_DIASTOLIC_DIFF (4-6)
0.05
LEUKOCYTES_MEAN (6-12)
0.05
UREA_MEAN (6-12)
0.05
OXYGEN_SATURATION_DIFF (6-12)
0.05
HEART_RATE_DIFF (4-6)
0.04
OXYGEN_SATURATION_DIFF_REL (4-6)
0.04
TEMPERATURE_DIFF (4-6)
0.04
TEMPERATURE_DIFF_REL (4-6)
0.04
RESPIRATORY_RATE_DIFF_REL (4-6)
0.04
BLOODPRESSURE_DIASTOLIC_DIFF (2-4)
0.04
BLOODPRESSURE_DIASTOLIC_DIFF_REL (2-4)
0.04
RESPIRATORY_RATE_MEAN (0-2)
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
CORRELATION RATIO WITH...
RESPIRATORY_RATE_DIFF (ABOVE_12)
0.28
RESPIRATORY_RATE_DIFF_REL (ABOVE_12)
0.24
NEUTROPHILES_MEAN (ABOVE_12)
0.20
UREA_MEAN (ABOVE_12)
0.20
BE_VENOUS_MEAN (ABOVE_12)
0.19
LEUKOCYTES_MEAN (ABOVE_12)
0.19
BE_ARTERIAL_MEAN (ABOVE_12)
0.17
UREA_MEAN (0-2)
0.16
NEUTROPHILES_MEAN (0-2)
0.16
LEUKOCYTES_MEAN (0-2)
0.16
BLOODPRESSURE_SISTOLIC_DIFF_REL (ABOVE_12)
0.16
BLOODPRESSURE_SISTOLIC_DIFF (ABOVE_12)
0.15
HEART_RATE_DIFF_REL (6-12)
0.15
HEART_RATE_DIFF (6-12)
0.15